From 732c9c9dc58e2bff4eccd0d4b7423868f14b2b51 Mon Sep 17 00:00:00 2001 From: Antonio De Lucreziis Date: Thu, 27 Mar 2025 12:29:58 +0100 Subject: [PATCH] finished report --- typst-report/main.pdf | Bin 329100 -> 328231 bytes typst-report/main.typ | 22 +++++++++------------- 2 files changed, 9 insertions(+), 13 deletions(-) diff --git a/typst-report/main.pdf b/typst-report/main.pdf index b9922c2782c2c30d300f94df5de970db45080b8e..a469a4b98dcc3badd99b3be55443ba5ef97fecbd 100644 GIT binary patch delta 64447 zcmZs?Wl)~67A;)d3KVyDFYaF4-QC??9-IP2U)}RgS&5lh{|8QX?tgW*|ALd5 z{h$3GIR4Aw_}AtjX6O13m-D~iX8RA9>%ZXQ_>ccTd^v<;*e^!VE5f;S11U3oj(R)hQL$V6%e-n;Fx_1pJ z&A!@ER8Rs_f`UWAn(Ggg0b@kM!NB~~i%(9x(^p%J)AkZuN@BA&-Y+ZlAwu za|*i$sXzO!>_cL3-_&KB!!0l_jLoAv>?wPh0p$s^guc?KJZK5yUKZx4bHl6T!X=gR zsH*A|laUXp(x_*WlOV{3OAt}?*A4|#)9om7VFkN1a<=G*yf6zLJ#uIlOS6Qjj(I5& zAF_Uy(pX&zxSJUom6JesDR2Q&GowF)-dSe!)<$gQ zjVA%rCtm4H@Yp7=AKl=3JFRHG;a=CV0y+9j`E5TbXU95sq#}^^5W+0-SqO)ph`NX> z_`5fz#yjKT`@`_TS{mDps#%Vmbos#^kc$S|t-!XS!XUs1g$bIFTi{NsVO8^I=SEvp zD@|`e+oK#hluUXyE97JRVoEvh+bnl-g6cF6PiI*jL2_&x6Y^V^-D);Ew&pt8%j?`u z-cPUtdKZmV;C#Sitr;<;<)mvhwqnP?cQ1Q$lLg+uM-^JD0%*YPp!vGID z(Zd9p7)t&zI7f+4WulVLJTV4Wk!lA#u zGH+d+u89UiKmWp~{kZ_PN(z4TA6|$GA^u)`} z$H51%QTX1LHa?AS4;Ltt^+}BDwE6azw!vMO6<~^mh7Oj5#Nu+=t4e!5l@86#{k59p z1En{c`HI{mTaeaDjj+~1*ePeD$m4N(44={sFlc{&onK7p<`H0LbyNKza#K3KU6!X* zN3#oqh|4!*q3Gn$5Bm{DK0Z3hSa7{%|E&&?qZB;O5>+Sv+S$i(Cy(u|ahRoF(o|bJ zWR1tucv~&64%FxOgA7TJObyriqS!d6@LTz%>kMqUU+GeS?`(S-Ib5K_r1A1dt3V^VS&-!--Y#|_ z1`eC`yiS5JknKT!8?RRm>vGMa?x-FYD@HCo17}fvYq4?2j zp+cBCBd}jkMkIflTAl5G)vw0%@s#jkc0J0>Ixx|CBfT6uY3*O(Z{uv?&aP^8vx~-5k3T%r#rV$6w)mJC1h9)P9UX`{@E_dQWk_ ze9uEFvE!O7WGflVOS;E)YgmxnGY6d|{O40p;j@OMdwAd=k(~vJV^FlUNu)4@b-@6v zbbhU9TB8p6g^KSQ^CcYScTRyH%_#abQN9Iot7oBhh5U6a0u+>-roF&D)SQI$dyRf4 zNgtuN&*kllZMQ5zir;heT_z->6_Z#O(cAspjG`uZLjp&1Y+8jMTyY;=C|bMuS*AOq z2~(V?V_x}dMKbF`)Y2i17^)}K0S)E>Unjjigl$++la>KpOdq=^gnW>~pqL&3j zT$LkFg>j_~_gH|~-yDEp{P98H@V?DIwRrLAroiW&-0bQ=`4~NQxR_RDku^ut9j3N@ zXtaSVSic5_z|zhdPqW9^%F=O(jt(DbF)EsMavQQyO(QAJSYy)NF;MJMHIVR^c#`*a z{?AO$r7z1cTck^4?F{P1%>ixoHwCdrmM^GN7Lw9=kV~!)q!~b`f7Nm)h?1ztV~(i& z#5PbpfFVxq?HJp#Sa@8(?ha>j<4QV02hMAz|BJgHnOA4Z?$;zm>TugBEBM5a_o+t| zEDpfM{-?lZDfmzbc*O$P{gka$K-E;S1DNrxP^gaC%#iXp4U#Ui7)MLNlD=t>2Q^8f zqNzNSIT%-gQw4C3(eUB#omZ)r6W1<;u`G_T0b?&m=e@ zL+1W;hhGx;==(g}DCg`ppLRTBxP(rGC9_cy&h^D3n+?Of4D{8ypcht)d=rksXAHLp zovobOjwfwIVDDz}q@E;!&(HDt^-iAWmw+%)(!@pbpBcdNAO(YvU(j>Z{AbXSw!# zOzW0>uElgPXUX|dwX#TEw=g~)8cGs@?AmY5N=TVp4}9w_HDg)>6zLjZe`c>#NA|>Y z5>R^+jaGoWAasuyx%0WUT-eA;Mk*R-?MMc~sMRA5jI_uxdztvA^2Yr9C&|U(gk7P5 z$MsT9D<OWuA}8ku(<%pbTE`J zhX+ur3-S>G2FqFSvaXSHVB3)2(-*|T8n7%e<1^HuaH+{UBOCJ? z&9nq<|6NhS@Y|G1mi@Juuu*~&eQfS4({EoSObp9 zG`M<|+LL1Nw4rHm$uD!^Kjv{*Z&%M2m_J|?nDMRyg&q2dIxZ+$k43RO{j7dUIrDhE z9vuDJ3;8=zST#d>h5kDevjL}qG+-IF?K`Wplxw3%pvEFvw3>yR!ArmfNq^Tg-%*!oUbn+E$!I5LUPMcSH)k+b<|v<)TGU)3noTbM{m(W=d z+NU3cWjH!Lrf^Sal7}iuXjyN1CLqXdxu#5)DvN<(j$d^Xc`>CoKubL5@VI(8{I*!9 zHhyQt1pM22&aW~oERW5uC49LzI57mD3Ghh$;6y}OW?(Z9{%+PvV0;_RYQhQ`dLe!1 zpf>D6H$MJ`uzxo-Hm>o95oZd(>KWE*@TlwvAaYt%*i??N9g%c@tY8{T3={S=GuE)j z5Gj@xQF;4I#D1~4+DbIk#!1DBG@9E>=TOY7cE9NE6W-!m`+@7XJ=Uh})EqR~O3Izk zvBvbhO$eoG)hua-Sa1n!wZ+wTqpR7KKd#Ir81t{%$SLj!-KnW!;W{p0Tkf!WI>6Tb zcyu6D58KWDqH!O!^V2hDC#iIA{u}sgmy`fpiIIne7;=vS_16mIb1>z5^J@tf4!>?l zJOO@Q>%QM|cCUqwo`YsQ^Wtxd!mN|*bRB)iTdZtvzdW%vS?ZS^*hNrH(DFv#|3#!R zc9RTI)n7xjzBMu%F$d-V+}AK?Mn+2;Zk7wfn)5_`16oIMf??5&H)xkH$7k^>RO@sp zQd$=V+D2+#nHxT1DJgYysMP2?sfh1~s_8InaZ@PRyn#fsd^~qK?|Hhg992zU3JL@h z`xWZiH3@4CduvG$ik~7Qb5Qe_!8u6MubVBA#BUEdk7c(9J${e^dR~e*o0yz-IL|}` zw+n8(zgkH+E;P7)W_qY5}&6LEmGFm*0h-7s1PV zY_SpDn9AXVAo^k;27C&xEEp;4sm}2+5W<6qD`~$j5AC%fTwVy0L)Q0wS@ey)QwDp| zaEGYs%DZ}MijMH|YQUyuafYadp$6l#ckxP;0wx(#LJES!S%B*D}S zC14CJ^)|DLQ(>{$nB87QnE3C=p+v3Hauk`UXsu{j+yx1+v!Pwl0*@={mrh2-$W24( zX&~Nm$JW?wQ->ke=r92PysJc8=0@V0Q1&O6)iPgVTqZ)8Ermgdq-Ol|g0kw4WI|oT z?_6(ekXrV+9ml>H*zpx5tp;i~=Dm=yTs*oZcJ-FkBDob5yh*YD{JRd<3N=MMK5;Eep$|GwN zQ4m##UNmy3T!nK}Oh^7!A}14A_`zG@P-;JTPjLyn`T4!KXRGiw&SIPkNF3jGb-q@R zQ#{8-qggl}*$kO}XviCw)mp&kDi)1U_;vX?xWv<$BqX0C4)6thRpfG0f4i#+z1K`{ zca;;Wq}aOOOLJvuvWmhnGL5eoJ0VXw5CuP)p16c>sAQ}aia2g;9S6>b5k5~G``&5=IP-2maR~7$IqbQXC4IpoQQ|J0FTLyE3?nw7a@Ec+}Nf!1FT;=Fp%Sj@qNbDX3F!BUFFn>v|+&2vC<2IVc&wo2{?h+ZYm%pZ%bm-nO;N&8z|+!`QG}Z|^u4YHk^r z?3+iu_i^sp2-UR7wXF?6~5b{H@Rs zxi{U3_fnrKXa%B(=x9bAmg&a>;)15+e!LZsy4sXdAP)4cwOz4C3CL zkv3^6c)CEN04|OZeCA{!@ynZ4xgWsYM9zajqKMAL2RmW~F8H?F*gc-GN$+jBG5l^J4Iie7yN6PG1o zIC5MQ=Y;v^GB_h**GsLZE^X-h;^YKv2_-jCDqo~4u0qu7q+nOaO}&I9mjyuJdTH$) zrl{6ON1`RPgXHBGQsALur^SbjQEv_k*iL6>_=laFH<(EBP@jun&hf_8qV)YVpjr0t z;aBvssQ%fUu6J@-#TzVbkMwz$VpYL2>KLO&e6ug3I#}&jop+%jZO7=>IdBof;?fD&*tX5pRqL%tAB~EQl3Z> z$Ph+*3vEc~c^LRA=vu9~zj2t7;9;g{e8o(IkquQ>IPVAXK9X`)P6pk_#doV?h~+Pd zX0p(F@8gcyI>qV#LYv;NYcv_Y8ZjKtg8bZzzYfxxjn}`C4Q2-5ii#zk-7_h&ml^3CEtb+yZ@3EA@l++#>kWK@+NsX zh*Wu|5G3N0Hud4<&IAZ#TTH6F$>pT1`x_igTD&D;nkOS}I_dEptIG&7&l&QJ(@iuN z8z;!lSd=GVET6DFCl@lnF-v|0Ef2_&hbfRU@BNJ>Kxxh6;+g1xbcjFqi^43&WQuEC}wH@Z|p6$z=nghnu>Tsm$temWL_H>95 zoNc9BptXuIkMkCk45?OneaXY0<7!l_6I+grjGF0cSeo=^!<+|o?!$S9H7t-|?`m-v zN%$L!xMyYJ3GJB_Y?PWr@LUtwy=+ECE2PV%+-Xv%CMUGq7{E1mRs?xnb8&S?QF*V5-d?COwRnQ%NXvebC|u%FRAwpgHSUL-y-iK! z{2^DCoSI%&N5-d=^LMjFX&Ml?Pf+K%Ii4(T{e$w=ax6gH$IKRhTMy0q5vu(v{gfo#J?DwU&Csae!9jrH|H-pnH7YR~4a_>>8&>%0SnTLk3lmr4+y#;P&s7#hf!p0+<2-4i1IS= zEeIs?z@@)pfbXe_20FV4A|l(r650iQ_fbV@0~N1rH_>0@I2&DuNfRMK`FHBITB4^9;0Fg5;A?SF6rshIQ!#Z4Vl zi*Rp+g@aZ|eY(zaW4RUaT4U{Ow*Wz#+=SDh%Li!q7W&vgr=632T zVeL)LMQXHLlu9jUF3VTcgZ8*#=TMf=k;q|VrZRr_t-s9Z#97Wi!9qzEODPoYBe9H8jzXSGT6NR zhi1{~WkudVAb~1DRH{g8m`2J|unk=n%vgQXfvgYwGvC zfH~kU{`_vv-9Vt0(?7SX3=k@quYha6UWK2q{KiEOJBpiW*rJUeveDWE9$zK2QhQ6M zRl4{L<#0U{uMu{rXJefYlCSQd{YV0^2OCLS=qcD4*%=GC+O@R}3^bU~J~4Z6$t6Tr z7h<#?d>pd4o?{|cI6b<(u*rVw!sJm0)4DpdR9_-7x(vLSjWVye0K}uqrV{*335m3{ zsG!~1mJqk%^Y|`=MdSs4iR$ZM?uuMY?I}wk!`W$H+P-kguFKKx@AcdR4*47FB)hRB zDeNWESWKC}AViGcX;GwzO3C~v{B`c0(TbSs@;OEisdEwHYUE;ntzlW1ONXIxTlNLE zWDYuH=AUHkKy=((|31?R=OB?iIL09K z;&F?tn#LkknTE^SkLssYAH4@cW7Ly z2fK&(M?1tA5Xv#QfgEF$3o6LRc7K$1_c(%dL#k#)G)*q&pMs1D%a7SvH+(oFldweH z4~Q~1QNuG5K*{N8iaYx09NLN?eTAyF|6~f`0tVivu)7)Dk_(2kg4~AujTSXeWiIj$ zAKdlP->)uxSJ};Ihi-?|ZMm&NSeIxyYIo|>p9z_pfM%(bw4`i8&{|P5)|{y)Dsk9e zD2w5a)s=o4`U!$eRBQq?PY7CfMeQP)M}vr&dpv%imb!nSZjE}Fb%IMuAc+Mx$|LoS zI`MQA)0m<~@!x$ji=hHVZcUY6&7&V-k93a(T-DU4jIKLx7t3>XH+6{gLK`_ckv*nO ztu{=Tz}iNH@TsEVv4UEWm6FzzV%;zPFmx8orL68f{NDT)EcZ^m&TYq)3`eNnf~9Aq zyn6 zG^e=)`8)W!7TmPk7^hdGYWrI}qcq7%z7!)2J#Okd^vTM$#~Nq!J#Ow`zr8$KzAZcG z0=N5*v1j_HkKbD}%zR@FK!o{4E|@F^_!OkbG-zslI>{zYg$kEg2$A7MHljbm5o&Vx ze7?e*)y6zM>YwP`d;N*S^YI05#pX~>pkH|#>bp%f(Ea@oLEa30{r320^@)kQ9pav^ zLTHzraRzJJ2e})8>uXL$n|vS1{oxJrBCufI-H_*oTL$IMX@_W-5g;QrC}&_exBH^_ zt?OcOs4Jl>hpXs|P5^bLA|oQUGRcia4+IN1WA#wi$+>MC8P{*1E~6NU?B3Qz=F zXQ8mvjA0V|>E<@?x3Inu7_eL>{xwZI4%CrKZ#?Pro6k;QNJ`P-$>{iTT~#{>_J~o{ z^B^nb?mS08--r}0M_r)ca&U8o zO2TS>nA#wTCod!B@}WrBZ;>1{BnySq~HD{ltLYuZ&D<*fB6vJf6_IW7KtX2tD_N8Y0ys!b6c|oN4$3y_ZfJ zn!HRn{nnL@DAiK8W^Na?if>9))qR4vO|^@ug4NC%m(V`#EE>n)HKJ-Qm@3x8nebKC zr#ey1ocYxqM3f$La2{d40<4_5M4kGn@2DGgFT?VKG`X65aVIzi#9{XEv!*d`1-dmdDf(d3XGl+ zUE|Up`8NW`TUr6%7~tXahG07UA#uOk=G~S-kIqWEEGAY)E;_14-s(hfMCP?HVPGzu zE6+|>&e}x9%?&iyeYsKAQU#Gi<~gize0vQX5`KM-jX_)^uIcglpfwyCOxTp5jvT*S z9mcmc3)GM0pxtX%1y^BY(-~`wgjRvrgzzPNK0WSG4-$131@0D2$X>%KVsW0mt5z1)Tf^P)~B!{3XTpZDL35*zfpQ*-|sJ8HBf|lXNZ>v)PDE! zUCA3Sf<0Qwvc<+59pJkj*m0@Ps_iW9%(6AS<#G$sZdsGONlc{`-i~h)$}poFc{+co zDy8vpgrXtw0r;1)SZXuu%&C^gVPtX*p=72`ol%pSbdh9)9>LW2_@n1aY$a}AVccCw z#;CKyDlutNc(bf|{4AYHE~~VFqiuI36*Il)7NgUclg{d3SjX|BW;lmD{rm-N)$-iC zxDW=@(XhB$vo!5s`R_9D@J;G{(_W(`uZHm;?u-OMRx(xw${z9a6R60S~nZ)02!E9hb^9>~up$Fi;`FRd~gky^}yHn7g0y(hiOY%=hpic(HJI#IYe9-JvHjjD@h+^u;1 zf_O2B%bKR&0}BFj-R#)#7EaYNlv>Xp)lP6bSL-tWz}y|?0G5PZmln9r>}{A*YtlRj zQLP;EX!&E)rC36^)jyvdZzbf%X5m!5-@f_A0&$Kz6bF;7X_Km zO@>i;6`MSBPG75gC#=3>6xaAU^&9u9*IHI@vMZ2u7!v)JA%c_LxPp(@IX!Qq%Q}lKVLZ*b{Vy{R#z*VTAmc z1?)9yNv481NABr23i2g!)U-KLWvOWTs=KgZs3U}R3a6s$A$^n)yTtULJr_sB1aC42 zt7oKjGdoT2(7&H(cZlGm+PQIIP$I~O;Z@h>_2(rI+{9FwQM^8$opJ}+t`>Mub6Tq^ z#jz4cFK~J(;S!Ad9O36U94i@oFn8(q0@=lrCQkkvAQ>~)Z%K8+nV+eGqRnmb8{U&C zlLdAOOetB}fv8t64AU7&;T-B>Z{Y*;Ux-XaU%9<+kpqg%nI4hIc^TQHy3={+Q74XumME^od!5op1dXzckvFR*{+2<-+(& z=e+HQ@aC4)TVZ){Ip`?v=I?oG255VW<4-Q;a(tGrbYV3;=Wtz51oD4@z!a`D@O>Tl zog@N{{|*WIe%)eHCg~3E-n7sh2j#EI0!fl6OcJZpO=3r88^GX3vzqYxP9hJ1XKWD9 zLyg^G)f-k4?`+6wV=H;rcv8gtGc!MVKy6yf@*X@P3!@(D&L2)C z()KPwVXBBi@b^-128!JPt@U&Kc-_XfV3t&M5%OH*g@P$kzZ)x%SO#;FJCt2kbeq5D(?zi?dFWDH_g_8=RY1VPXK~HtGDt5b$j}2 zY1x>C{axFrkcJJVmEDcSRUc5tYQZ@q*1^?^yp^3RjW^xz_|C1c^Wa6Z>jJ(j8GI{| z`d&JnIWijR+JljV*qUEeD;JJ2cHFFrekkIvO^QDJ$GV1&o`m2Iu9~_)%dvi%-{%{V z!qA5!Drm7vl*$Ro)DH-#Q@3o+fFBmX9V2)(G>}5D4PWp~4X5DKnHK4kyNfE`=B+6< zzywy>vs;&#*>#ZV;)n}0%IIbd5DZ6K zH91|tF7ixzv(C`i6s@rEruiUInvd%#{9Rm>2)7$Dh&}jW?F7WgvDSKwo4Bm5%iF{k z4eiWvN6Q=2awMm(#}pU;4lD1=;*>)aB0R^Nq~Y8THM5;iNFJmzFCI~G*=6o<9>;}2 z`OI}S38bN+XZjZc9@)Z287l0ZB&G8e(Hf-a#97NTOi*H2F+_53!G_a%Yfqk4__RM% zR?X;JRlVU?djU-NJafzbrB9BZgdv;rIqxNFgZ)I;SwN6qUiCiXWF{8;aqgYr$2I0X z*NP%3_FpY&-Boy*%K2)$RCUNYm__*nB?2*hqj0VQM%x#9+4&K@DKH6Kfl6MLxw)FH zh(~zbjZcP)IsdLIlhw-|`AE_(Vk%?X7vsjj90AZT5+DktrDE)KV=lQ7jVk~5@5a!? zCLejy;jAyEf1K+>0}P?((%K?=2JVi+H>&?Cgb)NigTeHQ|?T< zcJl__!E6U%f6-D^Ree%o2ex3<1K7devos92iz~CY$GLPxId%}%6_vm`N<^&!YQ`|7l-3s?ogHe4_dzMo1|r4_Z@0Ew z@O?8AJ29C4gYaeA>3A{!dwDsGC?K1QD zZJT3rW6*KqGt|RjEkvF4C^G&+Rfm7SJue;sx0nr%}LD0=Hzw}kUP6U@l)P{j0Y-XqMV(n z0`_>Vo-U8SQ)k}9vHTqTO14tKW>gsF31E zcyYB#wMaZf2J+87M#rUbc?$(K4^dvLO<;cAtFbqdHlemILeDsPLPx;^sf3g#J^BJ2 zkj}C!zk@KlPAhB4{?H`nX zyaeHAC{lmQyF~YU(1zT53pay1%myeI0``@;$Ix`L(gL{-B@xb!n5YjK^hq*5yI&haEmI>GDyA@%thJr~9YFl|7FNI2M+^X>bL~>U)RXs+T9omunmGVAMCqfSZ3LV|h+j zYn?cB;8(e(i_RmC2h0j3)$EoQ>^P!)WHge(_sV&y0-F+cR7G6$HfpsI04d^cCsu4F ze*XtEFR3CXG-y4~;VyOkC>xZVc(N1%`CRNI*eQRRth~Iq*qvhZiR&#DJQ-NgcwWxb z+y6)|1as(z{bql5(VsPoQnB}?B7+}KlVUuNTZnEGBzGlgNI5p9lgMnOuZ=Czw|L4b zFyRLwAkOfHuS?CXd%s-DCqqBx=sMt_?c8Jb?VdBlu1~|QE*pGRNc&s4EmhqCL zyp9Uua~FpAmFEJ00WP!m*JjV^*~iIF9b3+IhL^rR)Ar>H!QiMJy6GHus^+`)&K5ee zFGlxa{uit5Q8^TO$bt&twNyoCk<@5;+%v<{X)y0cq$XuO#e;J~NU z&NjIs$i?xmk_5Wp*pA%VI{N;NVqN;KOOsie^D8}(l0QKN=<%#K)(3uWj&rY$C1(lw zqxkuFVYDN+&qMORB@q(6a3OA87RA0k5EgtUPW^ZwPpWmB>CzH*Roukjp#GV|(2MMw zfK)K8nJbHGDDYfi%u$)c$&D9}=<};vga|DwY&6Zsz)oj36=pZ$6OQXbbW`wR_04drZdWfSM znDXs;QgIDa&Jyl~as}vTx>>AGw(q?ukkCLp&FxzUqQ#1{Vs_3DQ)}V#=r<`OkV&cJ za+2p!47$N!4v-#@AGmyM*S4Xs%#vzruAa0cEOqX(SGRUK9t@GEh0qnhLRm&to7q6F zSP#XAS1u)H1(=dNeh(V+V{p~Hzc}D@cXNeT9#N(K!*dOPf?Z|c>h1S?qXcfz?^&x` z(pItv2;pA}1HX?lNka~56N_ubiV@Y==d7Yik0spj()`oo)gM8Q_kOpwc7_izfGkC$ zp~|+f=z4*8lG;aT`q&_`)Q1+^`Gn@T2g;z{n;F{(*6ZptP?uh_wh%~n@|F`8IL`RM z>-{1SFw6awL$3R}Oc_*H;|QNL{c}u5rSxkPRP zZaHvNZyBEJ<~G<;(5Z2oga2xO-;^nM1VSC`22`ws-<}q4$O0tKJGV871lHUrSP&^;gc*AtQhC7sL@<2r)jr3WOSmBB6ERu4-l}WE< ztsy$((>4$w&ATpMUX-0c&LHy6o^UMKg$Th82DvfGefG9In&m~V+^J`UicMQAYx=`o zd7xzHCU{`=YoNzsYSU|8_Y}EPJGH(5_fw`ES)mUM!Cm2!M9t?uKX>RNC7|NfrT~0R zi%{h462I-yRRyV+nx}thQz><(JbF{mZb9ah=*!?y&58;IOAW5Jo2WRht`5;F$T~C0Wb? zQt#KU0<|}FyecJ}3lz2o>jR4Hqn~>X=P}@=tpl$@zW15h`k>Cv6U@bY%kDPdI#>Vg zIN>1Wzrw5@4}3}40KV5vaQ?Xj_?ty$EHIf_Ynwm|eC-D=%@6Qh#D2xh9a2B|+1Nj{ zn&fO+Rx4vBt*puJhddjGa){=Ei1DSIH4X9yaCBt^p%PY06Uv4;%QM{LQKG)Xs9H3( z_>JiY#A?fit%pZ_&Z1eTciwb})=I&xy|c)EJvtweW{Ep;!nsxU(34GIyO0pAIeQM0 zGju2a<9sPc=w<;?$wJm+CVT8YjYP_bd9MWz@VZQ;c9zk#l&)2BK<_e`L1rQ_Wcsn> zTU$`#^O~29rgy0px4CV0SyBGERB&?$v38uobF8>MSmME)zmxW9P@2ks6)NhjEpO{z zPAMOsKcRkLZYZ?RR>lh?@*nJuWWSk2=ph9B5W?k9HY|8sjUGxBbhr<*#8dT>NslT& zm%G4~D642imCH=vk_e$2s{M}o$Zo$=Pfep z+RJ$H?Td@+`s+?c&6UKn1bI+NbiQ}7dVCp^;-Dp~v_ccpypS=w-8R@Rg-j(yXC2po( zu^-*ef(Fv^)E@Km>^9^D3D=#%<~=}oiLV-Sn?!|*iy zG=6CDxL0K-1Lhgv^RFxf2B9L~pvv)s)d?y_NpWU5Yo9Y2Ep{sq3=ye+$N#!y&9eyzbl$V^fBM6aC;C?()ls%3 zz(oA@CN}oWi1Y_}K4G`q3zg84&^@GWeH<~Z$agaMo6~w~)e(&GPdgk;Fzl!ygoBeX z4BAG20TwQ>an3FIl=7;dTnX>ZZUj9Rpn<1;ANMgjU4u)`78hNxt4S;{Q1`LJar=kw zafK6xvGvTl`d!o5HbWfZq>qEQ+Vnbd4Al48^FF^k=WVCb*wur)pNUUK-x9tgyId)4 z+grf^wyf@3eEO!s?a${DzPQJdn;S4sum6-$zdn6Y{U+!1q~y=8Xh}bfn&?|4E4|(x zx^ZNb&Il{Ep@DG!lvna@sk!N=E3B`ZtB==dYNk#Oy9(u2Tu*8N40@vseqRNk)V@gu=KJ8OcT|hr))I3STzLr zcOzj@g*g4=jjCE77=a8Ll$`~Ehcc^>EkS;c-?@~@!fWMfor|5>VAW&hJzh8AtD6L? zNtL!;vQ99zU}u&-28n5g6+DS%Ry1@xCxmK7$x=VgT>qq&_c?wz*nS&7MbYSA^tpdS z8h%BPugiPqlYH*h&1}>l{|J=N_m}~AyOVl+0td5QK{>Sk{zP3OovtEzrZ+AMtN@MA zS9!(R%eipr9|o!ni187C=EQ`|fV{Wz)C%|qW6Z=9CNAvSA_gm`@g__O`(upF!?H(` zLIuO>$*RqX9(5h|ck)oCC_41L`4nz7rz@|6sNIa9M$U-++Oj+O1JS`@fp7pJ3&z9X zv-ONt9~TPs-;;MNkHM!^Y$#|wfYaD=dPI{ zWbd80Fssw<%8d|k_=YH{YHsm#W${53dGnd98N8HG$egLv?%&H+h)bih{f%t}?+g)w z_o}?M(=A}(h@_`f#N&Co3jxR!0RE`E9Hwl`VkBiSgvw6_+PV75>@ez4bRevH%(Hzv z42uc504R7qtOo8j4&$NPrz{*T5$0#ee=bsiGa4e`&Omv^l{w;`*L#bGqI!AC%hO7t z7$1!7p0?IoPhJ>TvdcHM3E@KH-DgY{4zt0v>#>YG(}z62pS7yGLjtn2GAz%vml_iZ zN~Mp)tJIA=d?63lm(D&+7qzabQL@F(dAxTkLV$gAvGS&l4s$WQn|l)*6zbhDwhGES zGy4=xM&-a#@qlXnRQY^ch}vWSk1N~>O{-E~3sN)2uirwY!g&-*1->d9l~FW(s*>PG znXMZ#eYZee9UWU};Q}(5_7vC4y9`NF!D-jqzPy*%1xYR$N1QzNLtmH@ZA5Sfo}CnA z(u@|0hojMRSit4+cXSp^j^%adV{{c5x@cvE`2X!5pLbtu%xUD2WBgNotS~K5Jcw)Q z@_MzACJ5;l1?CaIN!fOFW5uDo!YP@U24mIM+YSAtRdWPU4H{?wOTh^cPZ3>u_e0F2 z9m(~_fnY?QafuAEcC7j4$fOK+|0)k{Vc>IXGzRYB1GIk0G5X7IlpvdN_0>mcr1(z; z`gpE6$P7k&Z8jfo{KN4@@$!i2~tW}U%oGQv2TvJoH5*0MV@@16~{m1z|VX5_8J z^(KYaF9vq9^fy4Ca2NUZ@sh>8T$BHyw>z`h&51SeNqyYD=8@KY7A|&c)AifuNv+WF zzB}aNo57)A0Ubpisb8_PQ?s((75JW^Z#7ER#_LD?Zk8qRcKerVaEmgJY-!yh{#JnN zp@>S|qayNDXQaJwDq9uD#%jr}^4RVPS^)mXw`-BD-W0%qOm?!Ds|dcz9Wi3J@7iSc z_mNIjqwDIGjO&tVqTN1c$qet`oZHRZK_sF{@05rsj*l>;^$lmRn7G)%j^VHdBNGjU zuPez0(@To;jG-rQVGPY#?KPU^idMYez;21Z`}Q6MK^9D;nySM3AUXeB3+?^1ihmlk zabU#bHJ=7Xq*$P8+YQG98FiFc=i*{Q(vMPG@1`Vj*Ev}}H%KT@!wLAT zVT_C#KYK_b?n=*bB?wW)_-OgAN^uST9YBbC+;bsei1>$b(g)mZ?oBXdR5)Bju{>8z z>(ie#iBmnBGh+JQm;2kVT{@extTnm8-3j@*o{PZT>gurWb}Ty8#yyXH5f-XL$k)}To62Jm_%v#ET$uKY{fl3$}sZ?xZjcKW~C z?9j=T-7Av4L69yOi{$K)9Tf^dS&U;SlSJsiOU-C@bBt;&g?X8=HOyUQgc1?qdT2i} z&dJD9)Y(*}Yp9>`6Js>r;_Gz#_|LDZ`M3jp%t1BC_!~YO_Dw6H90gRB*%W4&-G4CX z^rtPGaHG|11OZR6Tu0l5`FTNv^TLmU=;JpFq9^<^x4G=rgHen74JsoZlv|i!2@T-{ zl61Rrs0rm0zGIsDRYv3VKf@3lA#yvE^)Ll#UkA3nJ1lkLxwjR*zHim;*X}ABxm^Pm z>r~%FX3R1hVC&q}KEK`;R4^HwR}#cnUl-fdy#Gt7KrY6kP~|(eIiSmeL9t<30O1N+ z7kpZ7GF1f(wK;KTOJ*-gEHoP|!7%TZtXX~KyY_=cXti$!QI{6nFMzmU~mZT z5L|-?cemi~?r?d}`R=)O>wN#M?zQ&r>6)IZ>D|wMen)C}``kc$Q8V*NeUL(=uWKDA z!Lr1utp0bP4pA)%-U8WS*>UMc^Z0C7=L)_?(=Xa$XEeZrSA`d@r;U*_ORaQg|;IBwC z;oqcir?C$mxz-xy4{{73Yxuu}?z-_4u<_H|AQdyPMRqaj+x2*}XI4s%K%;Myf`3uD zGI{#b$Z^@^xUh>3{GhHH?j{JV+mY)RPQoV!o}aPl zt$+NH@6~f*G_Mk*sg|cB;1syc=#7QFSj`Je&`C86nlk&Fg`-l@`O;}~FiF%Iv<&Gm zm~#u|BzZd9M3KF^Vb4HGZMHFDMB_?7mY9~0$(({v1m*UtPtjZ63Bt-PgK4Om*@W1nR1ok+LThj(F6|4s-vfCo&BiIMaI>1>xjnSv2#(|AEvK7 zpr@)tT33r9{SO~T_l}omxY=)8_Oxv(vw6c<{kTeT;T`;TirT z44Xb%9Iw_$t+qWbRC}^|-|j*-1FDp$E~S^R#f_*Lwf=GZH-DshDl#xW=Rv|8q0V33 zRveXkWBl&Y?q$myCZYu#C}KB~uL++RhPl~5aqs}ZL>3w0wK*I;JKUUGF0P319Q*F& zW_CXsbtWwS^W4jIAXypjbXw$}=7A{UqlLiASsi^P6p)IEg{!R}+G z^ADr^j$jJL6s`wYcqiyW2q2afezT-IrH1IKc1iAaECNv?60;}C7!OgxEpa5(;*h!* zo2L%jBzc4>AxThM$p@upRh^QThl(kIlG%r2^x55QmH4G~g1Yo4V43(vICWk5*l=Bw zb(Wzm%1*^|@GpR^hm`At*{Lt-qeRIMDpji4ppL&r%w8(Clr=8NqeO-E3A?go-ML}E zP=U2L+wm9-yJ4H1sKC1D$3BOjUCDY{n=FY!S5}1>z)1IzPU=ZhJn0{=3w^Ax92aiS z$!Z%fN0`!vgj^=obFnX3*#@hj&D%zVZG%rlQ?th`bk&d%_n(U$17u!+4b8^N#?Avq z(*aNd*M0p&)h(VsUUClB_QwL!Ou|;XBcRA3p~7KEz-m2tiznsu-=z7VfX8C&$6ujxc3$15gPss@WZepjLJCVc&kQbs zOJmSN8+_zjPiW$Wu-}!HY%g@58HuAWbA0PE^pslsYJ6uRHr!SM?rtd!GVka4-x2Q;XM=&R$ zqo^|H@CsGvzJhQ?JTmFW)DPwc5%8)pEoL(GzQk?W>kVPIMR9^c1%JW+^O3dQM|W8W zXn_(h233jI*XrzjCC&`Bdqg5rHSM$po4Vl8Z+K2gaHbH5O>E!D4+pct5r--RZRkiw zMIf|fprwuR(-oBv#`Ck)WqucmGv>=b+N{`>wTYa=1>#pxX*o|EIU`I8$t-I+42GQU zNFh*!ptT&3cQk3dRKf;EVP6xkN&OKSW#dmHfo**p{~n0DtkARrx*Eb0->s#9Y#N{~UUd^)%9Ko7qFT96wbrZg&(P@!Nc1}s236SAQOic_G=OFXE zE~bPRbWV1U{(ZXD@f7O!ih|kSA@C10cZO5KhD~RQg4a0MLRtKNzOD-GAHo_KkJ|dR zXa%p+ua;r9`L0Bs`zd&+6>;gG-u1ALpZPNKD+H0NZb?s@icqi zKSmp;W2J+$>XvO`IZ2u9!&b2y9SWXer$P^ixWwd<_-0#EP*)3I#aMKtFHiqF%Z_hx z8{xNarD6QM+8C%?JOb8#n4W63ii8*g;}S2c;`SVecD~5^2+lmGtAaf75;u61F_9mv z?s$_tKp01Vv1VN1iB}d4MB$*z{{=*3;eU2-Y-r+y)}5KDTwX3~+1^_awTs>>-z(=@ z&2SiPTB!?or!{I|`Fn8XQBKCy5LTgTd%G%Om&H|`QJdjBYmUDv>%Js0JIh|rURU`W zkGcaDJS|j@GcKdq1!8}mx@}M?$#g~PGDMY! zVs67Dl87U)$`z2>3X;g9zBTDga5WZgSu!^_WeF6W_Z>XwMuh5CvQdWp)eh*Fo@ElQ z$bGaCiQeFkipehkG8R-e4XaZunZ!003j}?;sqhs_`LJDoe;W?hx&sPgq*8jlJ*uzj z1g?}QGhWQ;6ohk4^ER0;mNe8e z#B*^q#0Kr1^UVhb7rB4tD&nQSUQw30JC{jsM>5p(_zEE|9v^Wnz5ordA;>=vc}oNL87It9Ledu)uGYa z$YU@P96UpJ3)GvdNe%1)k z)rADFrvI>iWG}T5E8_rpZJtXL+&+YUD4pZ<&*#8<)s~F@lBokn1{mp36dJC9SJm5S zv4uhlEKu(nr5v&>rO@zSn;ITXQQ0>Rq#!rw>-*ZTs~djKCdlg^f7cTU{UZCg zP9gO7t1BeaPwa014IfwLW?KcZHkC;KcQN6AG>_kMcR>OCx!bb`Vf*}U2CXKoTdioV ziLI)w=UBBtMr4(!S~3i~SZ!D%@Bxz6q4m8QXqsq-XsT#BXc}8_MWC|cA11fLMX#~~ zz+lbc&N-Wfg!vmUOGLtXJFEMI*Hf_3{n!u@H%2uwv2&P#yt(|T`_Q4`aFrlDRQ z@srK0tLxYDI-_WQ0qs6nnn=l8+U7*p;HYT+%vO;l!T^11(x1p2oyYA)5IeK>ng}Jw zWdnb)z#=yaPtR64I>5dCSf}c>76_b4AaLpRsAQZZXJbUz_`?{yq>~ZyD=3q?!qw@o zhonAF4&(hxEX+iqmsGn25e=P^SAzh{$l2$^XzPDsBZp}J4EK4r>6@?j{=wLJfN3R3 zh{zHX(emkx(9g1A+{Gxx@L39I>ol<7$VWV|RPB|J>bTxG1HzLM8z!%^4~5)SfwHbk zl5=^Fh&=P2sl8Nc0Q+6W4xT#8vAQDAKf*fCfYGmJ$Ce_lhdm`Zf0$90?q6ILlicxC8J=AYh#0Y?jP$G}84icLyBnSlrK$0E zGu_9wG*r{o)zs8&gPCxC3$)h}u_Tn7&C|@_iaQb!{8(E0$D6Ol~S;VcSD0=qlF#rk<9~A9CFQ1V>)O9MkCb6?aS&Q3aWa1 znmU0~!PwUOt#RM?Wv-$cU0@3xMnBKSS>hWtf1EwOIMUqYd!YRbgI^Q5(?|jjRH8W% z-IcUlvV<~Oq!0R6^IXOV_3cXka&s!-fqcBKFd6H|$?R>y^#_|n7o4XH@> zKDjYB16*}Esago9Hi6v*rmWl5;pCeXdnD6I-GaKk%+rU@zJa==Mfs4|ErD9R-~HOTZvLT}SeYs-Cq9eUYen1T~fEHZ_M=x-KNb3GG6# zek1-0eXWqj#1d9w4!wMsM=v&a15Me;w4(`)>{_vsvr}?`=nvG?K`>+z#*21m6vHEs zDeKCN!IUX|!NpJ^8k`oC#NwW*Q)W3dN6djn%zwm`q!cz&*`M%C=P45E>*tuYU>!%$6xBPFg{)joX3;p{U366Oxfn4(4UE-8vG^BC6l zMAF&>39NtE0eHZINusZ1`qYDZRAbAt^|;CRzVbZMfyC4HxR7AP-tcY z^o*FV;}AHX>Ty5J7Ep$zv&Ycu2^`Ep*oKyi0%}CdV%9BhG!v!s)^yAN^9-5s5lg&M z?1ZQ7j~*tV#jTgoa7PJaq!pB%OCrfm$UkJtg`Q^kde_uP2KXrt|GvSKq`?Ie)u?w4 zO=DB5AO%JQ`^J5RssVj_vS~|Ii%kuZ9uT|~Wz}IyX)|wlC3pOag)T)3qTp?o%I7!g-VvB#GDE2=ERabJtx z%nV$QD^Ff9v8=MK4j;mG_cm0<)X|YMrsmQMpDDmqsSHMr6}y<)W5RU5=4KQEaYJp&}D6OOW6L zmEyqb`giFjH%|Di_pE&;)~;`f25dVb2I0fV{!=p3=wImmY zG+vD`=?}kCIfLATi;WZ&=?(Bf0c5uL)9=DC@y$X*4%U7#0)*b;*3}kJcB_9%9VYGO z{n5?RjP^m&K%v}@*NUgYosT5t>se3RBg$$o!bOb6PVYCes3wd*a+ucGEmXjyB978J zcvF7_Q~#CDfYS3v-doFysZ&vkam$NM;d92Csy!{36KH~Es`IZI;(+bzldX93c344p zd36Sc68^OFA4{md6wdaeh#9UKRfVI$e>R!8;`+43NMbAuV2F}4J@(>k-6Z;NO!_Se zcG)9LA4R!5i^;;Bj_b2Ub}N4l@BODEfrflK z+S&R>lSTgC@3Z@Ex!DIfga+Ml^%u*{r%NqtC-dKNs03Qb{K;2RQerN>>T&Nvcn&FZ zb}YQbYVi$KO3P-b2{5N3HS=({!qR;@na5~NRRLGm97r5h+*o#uRmZ>->O07sm(oNz zL(DYP+;8=O+cZPrM2BCJ%l4DvO*EOF)w(~llA%~xn?Iq4AfOk>^Jv}II_ zPPT<)Tg?X(z;98Hmu#If+*4Or8BMe9Zb3KU=q6@o%O;9YjGazJ8yd6>pcUbm3X0x( z@PC)ySm@j-Meymfo1zmxm|{gQf+fq!?hm=s91D6V0SHBam(PG~ex$U1yCsUFF~LU9 z050mY*p&ns4izltQ_RNbq)e$YKIDdHpudHZPpy-s;S8Yo?4&zzSLn^2RZE&Pj3{=d z!437;CO5Z^X%x6ODpGbBu#DBoa^h-P3d?QpVRN+7SX5NedRcg!K3Ma511LXyf78z| z&rdUGtRmpZu{0^gkn@WpP`lbeN-56kG?_Q*9>QVLk@8cEJ=cKtMwcw2RTb;+1KawY znKW7k<}sJ0=b0yu5M1+-@sK~nCL#;i6~=g%-U51d$#%pth%U{;c~=vj{gzk5EPCxbmAE&fEdxEAW$T{! z?U1raa~a6*)1h%Lr`KpsX;4ZTG)Q`*6G^NEhOG}rNo-#dM5~)dPqcTt?ar&Fn=@uV_Y1K3&2}`dFe;(U zJ=CEB>1E}pS91LCf9dEmRz=1`J=Q6c{Vs0Q#uJ~*NG0ala9FvIx9+b<_aP@9n}h0Y*2HH2+Q4xGTIPUF6Y8CDBd(%U z{VdR&eP2gBroWH@j9*n;K&BbJ9O2MNQyrO*|u;X8l_%ONIGVTy(p3dZ3zf)3l8+8I97GK^;13U%eJgF(JifT)zCY{ zZ(ep#+*|9%0gNKAWPiR{p~kS8r!a^4HMDe(_iEUEM>d$xa(Kx_*>@}qV;Snk)@ri+ zj3rI+90pXM zF;JIpw)G6Hig2Gl3Up5rz@WvPWiM*hZ zr^x0o!Uw&$qMXY2(5CHXg)8h&-1dbA#y=+e^NEZ@q1O#PQ9&JSkth}A1eqcH4hr~z!FDF! zqaIk!s*y#nm{M{)7y2>#Et~BjFM|sv+LP?zY2XDR={9;RT}Uc+?3}H^JwRvq8Og$e z;7?cJ+slQXUTcL;ft1A^E?dlM)Xysy&!A4_08R{-Rjs}pa|SlJfTZeQT}7iu_)LZw zKk9b*&EY(56~$7hj+ji-es%(}n2b?I&_@|<&rz0}+V{K}X6-ltC8F|V-=HBXou4VwK5ewuw1?Li17=O{>W^qPECV(N-7 z(!)1Vv}P}=bE>MR$}qU7&a9PA${H*mSHiYzR z(dr1jF(KwWJ@6iDWj3%agq2O-b=ZK^@R0m2$k0DEfyrW6g476~B@Vpb%@~-))*&7GX?UW zskHV^ruz$Wn-K3}0q>$zvU10UlHuGm{+1*hqCT%O`JS`AL;3G&&1O521}`PkU?Pyj zZB6Bd(n2orHV?4wz416NmAKaj!R3PL(Cr)hZ0?T^DfaB1HM~7$Q!DIxU)AyK_1Kl;Ld$?A71P)Q;TTl23> zjDWEa=U0ec=)GAL1s9?6{92uCJwBGWP(#9OE^srmK2yd?=v}JZ?{blF& z@yfvDM8F3SmCKNDmDCDBh2T zF-oLQEDiC^e?y`&a-FPjO9O_*pc3 zD@d3^;NY7+>tbohnP}WLH#cV(wU|F=OiE`hXO065J~woDae>xOYI%RoUE;y06*38D zVK`6b$yskxc%4njJO4;_8oRfW^rH|*vg8xL=$=!EfI!#85j!^Bi1QxQw+iSZz{5Ug zt)Rs_k7&H26kM5J6~FCBbtxnpX`~_O%5byBSq&D?trwc^Ha<7pN5h|2C0k^V|K|Ja zh}A)S06zS}#!4F*xqTl(^8${#eTQ?^_3tQ2jSZtE z%-tQ+xn^0SKzxQ94a-tj^^6JwfSLf?cO+W#I?@8_S-Kf6`43(_ckxneQ!J^IGLrmnBp!eVHh-NBoCK0|%?KcKwF_|G){ za`_t8h8=%X>6Rl`%nK>HT2OD_=6=i%@<8LtsI$~tH9I84nziqtyvVu_ee~87l;>>ytDD^Di8@Ncp=qxA z&nEP}r#N`+v8kfV&v#FEE_S>Hti5YN>C>GnO5Pd4SY7MvELD0pEf{@gVV2UFM596Y zo0d>xZ9)nAFs85|otO{(bf8>x&9^*w?VfZaJq(GykvmCt?ovhGGf1RgW%#dXBJ;i{ zG&V_LbxiM10xbo9uO5mE!B@KZc$QP(w7#C6UkvqwPr2=G9g@$RQcZG?eg2eRaUAWFL9EX2I-={KulQk@lrC8{YYj5&xD#g4~mc$#|qPe zIWN-~Wfp-q6TJ$J^|ejWJ{8i>itx~V5_xq!t-ZKM`#jB$FP#~vhnS6^Us|ZZa*v4F z{1r1a)D{b!?`*3-n)xHil*PU>1^@OyS~VsZ;(}V zVi9Q$g)Jrp!F}g;2T5{`k#^e(2v_gHaTo8V45vKOH7!)E%+6q<&-rbqa9XY*X^09w zphZ|bj$IqCW^CUQZeZlQBOl`y_(mD7OEr~&`Ic(o7PkC-R$C~x%C6GK#LtYVz4PF% z({HLwuxGE4t9wO&OJ8+0H4ll!BG^ao;JA z&`x-UPa^fLk96Ad2Jsx$m3x;Nme&;XK z@$30JtuEpwv$5NZz{#qkrq;rvOs9-}&Eh$?`{3z#6stC}gs=RDo0z^{UgkLWH)@oiLUVSBGV}_0T~f;H4oy@DV=3 z6*fd1I0r>TVg=U0xSK7dtBLc?^F01-7QS)L!?A_YW^pvN)etoS)IwOoOD_pOsGrsT zBRr8&AauJ-gdf}IoLf}-;(HwhWR=QYI&pzyDf`N}?S`4PG&);x2QyHnR_Z&&V2#92 zvjTbl=shxu+w6Qs!EA&*4~xY!L;TC|9q3dnlL6hrHjxr_$av(^_6>ddLq307#rJwW z1@2W_QYw4S<+pAh5YR^$2%o8Zl8H9=z%%R1{eh{NclFxP1ZI=C{zL~c^-^b={uAVT-#K1IMX;x|G`@n0w zWouStC8Z?BEw`29Txp(t#YJy+`salG`pI4xZWY&c_xIfz#=FSj^=nCpTYKM>V2OKP z9n?a0d0U3n2CDNuC34(C2lgcY4)uzgq9o%pG0GK;%ZaG2@ZZWiT6KcJqLK=@agFl7C*R13cX>Al~ARE@I!}c0k0qJ5N;+U`g=EzR*#BU(8L+B(8FLSQ;^p16QXVce+4kbLPo-RjO=imF5J0&$Hf%r5?$ur=FUOwT#aY zv!81_B1{2-9HpBI!ZZ+Mn=;$WYddfZAHN|7G>5dM-_uCsvc^L7P>}t6&OAsceD!e8 zw&s=H*|U2Z#{HOv@o8`ra!#KoltR5z*L6# zUws5)|AU!1wGXbvGE&Vx$j2MV9`~Ho`WQu4a53JfB9Iw5nEp7n^QaTyMPDcqXSst2 zG*eY#dvs@uJJ{mjXrv)t*pKhg+21;V?6BgW5J0$y?m0NvX+yEwcyrBRTVXs#?7OP= zd7S8b@ZUYsc6bYYobz{>;4CC3V)*?avT@};Sg)@VdGU_Tr~IzitZMjpu1ri0HLP-~ z&p*t|4*$TPiYSgmr0{)MrhjXAs0(ro*vJnuY%xT(%^|*lgL1_kf*KOy!26Llo2@{G zg3j|jj{+ovGPfX%Tl38IFOJj`T~WbY@c0|`xfO4E*qjyW*Q>lv1yTuT9E0I+$(7%R z0v(|}PS-hg4hdw53eo+Xk?X`?s#yD6BJLySRbCrx&7$vZsP!&q3u9ybx`-%mfp_02 zbi%A)IHga|c7jB)9E7ty!7%^`&*1srrRx;dW`^y^D_BbH;%_^6tT0Ra$gC}Wo1XZu z-l&dD!I?ZGp_zz|#9L1KBrI#R;RFniCsi)JcUR8qlg)p7x&md;-aQBcWqy8GI>+`r z*f`H4Z)k`kBrWyk6}_M1eHgs20>v)JQ^dD2yzeu#O+TEgTt_Ofym7Ic&ZkDi5IL)E?=DfQHD85@? zg5Oe9jHb1`L1IM2$Bumjyotf(^ztU~1UBQ+je8R7N*bvZ=RH zIG1dKz+T#+;P!50hS#GaO5m3A=w=b+BSr8TqM^A;J(EHyU5Ep)7Iw9F69wB_>}M5X z&Y)zDRqX)md?qN=7A6z)3x2VtJY?hm89oIuN8YdfIEeT`t8xMO?ZChlL zg}pnU;#Hi0@%AR3%{#dV66WS07Hwavw|!vojF^D^ZesdAU*87SEgqr5!t#32{eWQ?am#RP+SIlLuq02f~l?ZdQT zvd1icVL&M>ByH-zu*sqdVXn2*Wr|@2%j`N(2E!)HeZvjmfHm7R-R#H9f+Cwsqzu{r z+2@ExC~Mp-3i}Vo^ecg|lbP{Aw%$#55QBE5G2HcpJ-a@vB}ZCt2L~QjkNFq11TU%G zY*h$~Ye$m%;hwx>P3#)0yiFxcm^PIJCQ>$37u&?2#)JNKC10A^gcQ(QazqoqWB~dh z8*;Eyt4kt3{N81@KQ@4>yB}Y0$jjLOOYf)qsagFGQ_W;z=zr7AIR1y^24bBe{zR(r z;(VgW{x{5xgBL_U`Cpi`#8Z^d(wI-uS?3fh$ZGDt0AsNAP}9F4AUXKJY*hg4`i_|j zi2oz19l-d+mi_-YaPaV)|DT{XeqQPSDyHS+07=dN&v^0kSRm~M$4_1Df9Pua3pEh` z#c{)|FJCf(1f?ut)f2D6V1NJ%|IKkzKd%N|&!dCjR*}JhFaVhUfa*XB7c&1>fEy<- z2J;4UtRS_qD2XKskBSa3NP1a>odKLi^j7_lD$ z2WoIL$CNP&|;}OKT`B@OL|?8VI&#NP8$; zbg+;e6jn1!Ae1r$7(ehc2?Bm5IhrMYK*^$m1A+gOj7j=TLMKDjLU8@}$Ro*61h(Ky z&}YT-I}{fr1TWYH2EYL}g8=-3vWTCN8WO+@90Ly^0%Ie6 zHYt$-Ua(wj9LyZ7e0-@$0BrC9(&yc7kw5Rzg8W%9fCBJ>;$h_lk0Sx_!4W8*U8$%5 zZ&*$ac4l^VUN$fU5&#p-fCiw1;0CLp0k}WEli!^H4BY<)27Zzc#T*@-+}%j^xc`fL zND8h%0|WpJKKX}W=K}yPNcbykvl=>}k_du3mGyrvhu{SN-u?WL+Nc1O&yugrfvf-s zjQ=W;`+sxRtN`rhcL_iO=I78qBmn=DIFtZjLveC(fXG(yQuhFez%v7fctUBk_di{x zES|6Et2^h%UaWE5a+Hj)b*BIoX4qO6(oIo&3D|^J&zy|q^s}6@oU>LpN(!{m=0Dj! zZ50(2Cjr#HHJ1l*f8(t^aLl4!N?1I-a(y12MmGZLfzP%j_cb|zt?e(r{)IC`leYt} z{U1Oy0z%@Aa0W69z`{lQQHK|zmf2F^XFokZ7|P+?#Wwh zR{zgpn%P*d>z*9*4MYmzv@oIzpBl>cuGL+h*YeG=6aVW6pyPP~-;A5SmPq#tkI1Ts zPs_{Z@Oeca@^OG1k8pT6Y*r!PtY9j0DsJK?~~X(f*)8s_sZ;9nk;tB2_Il3bH1D}nZpCr5Gv zyDZVy;CmKN^OxbI;XiMq=U3;dvPm=9iwOia&4%#pMfWiIN-B6Je-xdbhOeN=D@QF{ z?Cnb$?-pcGsYnRd@pcMmU+Yx7r6?8m#jTi@m=8lJW;;q{vV)jWu_FA_&=H#!Q&Xyy z{e{QNfc2O;#{i&^Xpij1+L0SWq-P54`W* z*1+9JVzPb>ZYh>oG7p3AK+6Qb^!AfCQzjX-W1lMG89#vufuL|WlI_AWw})`8z)E!k z&;=%-KikB>h9q*>XU_qp7)#TK=ikings~pup|d63gV&}ul}6O@219jTakB9})sTq! zJh~|9S`89v!f`{dAo;$XPkcA(kK|R>_}~!;jB%Io%~qKToBLFO|7HzeojzqB|KoL zi=KK-Vl2o$ZWSGX|L%GFhKe(RO4{AXnyLpIk1G#K35Z`q7s}wnfEDFGE~*p(68low zY=^IfM-KiHnE>&I{bd@f7q5I|$jQg+&M~uKf3arQ ze?wX1G1FAV=zO+TM9YdJ)b;NZ(2@X*Qa33^5>ZY#k$oSVLozkw*j@6|SJE&9Lt5$*Az|>h z|B?HUNgJ#{$U0nS`RqBR>24~kw84}3!(T%XT&WffZSb2#^L(aS;WR4(u!MMVL4-q; z_&i18SaoSvL_=X6g6#AP=Okhe`=hm&r7%B5`83!zrRC2O zy-5TKl>+p6AS_P(O;VsxZ=aTrK+5;Wqvy&d#%%)ajHhAGB`5i0j%L0A45jOt?iQ@g z0=)E4h9)g4_RnNRUKZy&AXNT~cap&ZX`I4tvjY`+#KfiGnI2yv%z9B?y+5xk!E32W z>b{vz2xsmnh54CrU?YLL;d`z$fAVJZiQ&cq3ymj#V)>4OLr98}yg{sevMG@7(@EFP zhoBcC{&EHod*R28M~^94v@}EJ*WDBT#dl%90KMdaw`2Y{f=uQvuxP4Y_s1r$DC}#uV2-Y*K@&i7hos zaZ!o3(tG2PrOLad=yYTXAxoMWGD_>D!#`mML*X3^J(GUVU}n?0r6AJ3+B*N>>k9E_ zp!kk6q#DZ3G}vC70W5`PFw#*O# zr{TWoA!QB_g=l>INi^lMb|vR?<3$N0zJWg~8Phj@a4a&Z zX_G~>X~obXNFq${ZqlD8^6^m8G)f_7tt8ni^efc;Xy|Eui+Vwbe@ zDdCm~*lqBdfXYKiDf3qBFkognWLx`DOlW8IIo!*lsQbQ_&nv}b-t zupOww5Ee#!80Mm|<7&lx$8E6Q(`y|>chSyoRZnR;F!vS}n6TlgX|%egtk*8>st;WB z!NUJi)IQ_6T_C|8l51e=$TowDj&%H5Oib~8&2p#+x>X_~Ly6+R(K}iDgae(*X6>YL zoFU}#xD8zw`7&&!xAZI^3V4fEu$978I92R4nZqM{bKP+^L4gRzzywa zj&S|DIYI`a+IhQnuTE6T7y;XnSOCc^A;0 z^6&{qSc0h6&$$FnRqFmaW(;r)wJ!-HdHoE-^=Kc2-;nyf=XD06#0*5UDs%u==bI+G z?W2?Z2t!i|u7? zz7Y{-Tp8pTjhPcj-*jN~M<)Xorf;P4m6@*AA*TDL7qRANbYW&@O=j$u{ZrpHoTOZu zZ-mp#+8Y=zzC^^X4xCm;mSjcXs2&|lu*zs%E`bA+7wpw$t~KKM4;W>xw;IW8&O>`; z@*5{4Nwl%1Ez7oqtC?N!NG_<9$Dzk%JEu-KRsSx(#{KDSH_`nn_GJrrU%xz^mUNpL zq8?MJ_%Q^&R{VLF;va8Gr*9HXfI;^9n1V3lU%pT?gv#<)HyaVp63#SXQPaGkiRGoJ zb1NKRFl}Q*$F780>eSNZv%bhNY%nodsgoageF#7t6Oe!3ld|{>pXu}&OPogT;g-%^R`zy{}-_R&fEkD1DM-EP5(z1z;6uV*}!#8LyOUfc3%&lNAhov%_(q1K-2B|(xG)~dX^Z+G|OBJ*n%+`*3U94czXVUBoi2@Nx(@H z9F%f>;x6II9k{gM6iKN55HYx7!5K zu135ZC@3;el^G}KU|YUzMP>HE->>FYRlH^Z{(&6OnS2q^Xyv}}551e5C^nTM!`2S! z3QBFl;Qt}(9D_57+HM`&wr$(C?TKyciEVRYXJXr&Boo`Vt&{it>O1Gh`P0>1-Mjm) z>guk&*S_{z_Q1loHd}fLCk{TE=6(Ox;NelHh9n`x)mJS^R@GrX+CKiV&+?)6b}irA z;4utS#3G5Bpi$nOF3VfR?tXT*EWL%J1|7hCNXl9P&JaPJ<_b_8{@~mUPi;rD8zwzK zfEfSERb30_u)@$%Gfhs?cUaV07rgLu3xW9)8|a+Cp*{0E5{0t-famv&e$nLkn&DiCj#YW2czx;eozrwC zPu)wDc2iz*tpG*q;Klo6*Hp>OzSRil>@1PIgB*&&gm>~4)JD^v%B;?*Af=GL$09m< zDeHNmn{SlfgR-O-*GyQhFKWVxz3*j+584dd_1)HL5FYG}Z;+Gc_N)I0x#@Ry|0_PR zrw?g?q5rQw^sMzC8Hk%BJ&*~E65tb$$LahH5F9?KZft7VAc>AAK^5=U=KlUggo&j> z5aGsT%s((RYLH_P*0hP6ydrA^L?5&w-g9!00Q0FPVg+P7i z>iKv%wa;k$a`p)LxV<@h$8~x6TJ+$I7i@qeU_pHyjAnEY@O3ho$zQtd1FUxXM(|;! z;}aVA`rMxmrjKBK9Pjfcb^(YO;}3?X1^pQq85y>_4TG{gy<0K+Ebdrh2*2~ETp->S z&Dxxde)nM%ecxXO&h73V`tW|=eZKztc78P#+cR`PTv{6(~E zXo%D~Er@tbezdg%D1^J1tVU3xvItD!T*VRNdKnJ4VUXhKH&eR1l_P@D?{f`#q6jSZfgibTkqE{L~=Wj%ZWufD|#UYXisb7A9PJ4zk4X` z6TDte&N~p;)LBVo=Il<^=Myu{5#w z#==^1T6C~#47G+cjrUuL@&2(bAl=POULW-;SMaC-V!d|RJp5NQv9d9?^LFDw zZeJM+)1RZSevA=^Io6~^rI>&rB}uslX0hhNn1|9v_cbafY`z=`c9auaabnCgepLf` zA(Hk&c-M#sRjuJ=q6KKu1fT|_n7pGQU5}-CFCl}0dH-S_PZqKBSMekffd6Y0;)JR} z5Fr&VTaw5KNL?*%^4GEZAq*SnwE8>bv7PbguyKRR!M#XMC+gxv8$fyYRsJRXTP1;o z3Z#{Za5qasrWT7b5blsq*ER`1(R=7=*!9=7O7HY~?VcK}Ctp~#A?--2aCbEg97=Lw zoHi;82IppnT5O`1Q&issW+un9Q-L-}w!2`?Ptq&}jN36F<6Y;>ZwYjgD0C`mFMj=@ zST~aBM2Suk$$naT1OBbh7ALyyn3902db9Z8rc}~jmXK9f{qNpvSYZ2XjWKi>Ul=s^_&b=CV;u}TXiIX_w z_m2+yb#1qpyPl4Jy6}MeCadE;pb~t32a@h~H{>h75Le;@a0rUG?mw(3@X)od>T}LU z@t#v0LpCCpVUKKNcE`pB zZXo@c%f0;B0^U?RL^Q3Z2?IU{Kv}WcO+!2!c<`%O#6zP+Pe1+eLw@ zOB~?Gs5=W@w#*R$pCH?)1)WDdB`CqLN;YCHEZ3)VMPaQP-O3*%VzF(TqI$hpPOqxJ zRR@P@kRcuZbEG5*3Qow1bPC6E2ap=L1j7oHnqT>QOlLiJXd%Wi1r6q0i?oP=X6Im< zo-^q%{UJhluE)ntf%Ap?MJcN)nNy9rOg41h9!K|AC#FhG8S+&rAFBZq^IYZ*nM=?U z!7CgI_YLhAv9)u35;2kPVV7idUyt0xhQ=;|Vl1j+tx}J@FCi}8)eLyw48ZLUM=p;v zO(XoCdU~v4-~f93`KnuE)DI{>L?JF9}n4~g8Q^i7xS}4%@ ztiTE_!&WMAHaZWEhNuu4$K0Eo9vbZI<_~M%w+KW0W3wjgutYvr8N0(mlDhU;k57(r zhlYY$$ii?oCkn#f1a9ngI&76bb7|w}YJ;eiq(vJvxN~f3Hki(!dcc^#q349ajL48W0a=VL*+$DL)L*Q#BX4Ml9;{|hQ(td)aW=^6&81S?g3H9p$b+jO z4&P-VtRSBiJ}G-3?(rx5s04nxg>VA9VJY)O#P;w)X(Qu8ceA9q9T$#`>OToYi1{&A zc>`HM$l()bNm{f*fq-NO4Xqp0BzQj@*olz-<`&VlAwcNy!J2$~>Ra`xs@9k((?_X! zDES|0;YxGfDn?X_v3rXllvB*q$LNW-*K)dINN$R4(SR5+iNm;J<+ zzb%TBzz|=pKSv@mX#N@(bIwZIE1&N1YHAqfGCh)o;PnX~fMygsPVHITnf4-!Lv@Py8Ww-`htZ|x0Sw-zl*P7zEb zkz_0Yv8A}e0B#p&{ub!N4LGdr>Y46zu6bANMk1yIy~Y6P_Dq_v_K{Z;`jsmG=$dIS zIs!`TZBvXUV{1c5TW1lh*~5Kvu`d+qp(^#-U&UwDouHJ`sF=yt0kp~xg}$fJ){5j@ ztXxT7=?u3c2xRdr>L$SlHNM*g1|at%NzdJ)nUSX608QFJja)k~E-7W5z)AvsAuA%T z<*hLSFtAGEmKhZCLelw6Sc|~BGSP@-JBaAu{m9lRMin$hZiuVG2l3hJxGzh8rUm6p z{@Nwxk(sjjtZ0@y9MZYVLjLb%Utl1nrVx-q8)(D? zBUX>UB$wRf>N?BKIaErs;hvx7V$v#N+?HBbfRW@Q5_-|oG9hL0LTkGO*%$)_SrJ$h zjmGtKH{b*y_Bu2K1|&l}(HQZ5(wcqzguL`guUSMqsltki40@_@{ zOnL~balxELfm?Q!c(|%0m7*}Le%+u2j`N(nL@>OUfwt^rsoK!vw|#@QOY9m5a-m3~ zjYRTDQ%P)rY|(RI4dk+{vqm@kANUEH0N*jki^+9Z4Z*Ic+7dIY4Vi&dl~B^3*P;vB z*lTnhI>il~lmj`M)scM|>hBJQrb>n`bf(to-?ah~h%`4jWTK!$JW5$r42{O7+87{* zGzG#E$ObzGHb+Cm88%tND;i_p(rzb+{*b>5uN z62a9BWe0;oXeo>{!W{k2hQNFapt?7Ll1M$lPd7?GsIDUxB>wJ>d|U~eDI6JihAL=pjC!fhjommU5>5K?`wiV@FYO zjP;4-vF?O4QAdVgmVOC~&XJbkB}Fm%g`URS{g=|t!p^^SZ$wnQnOHCouou`o_ry8F zfL84TxGkW~5-N}-ObdE3y6s9UoV(|LKA!*5v5}-lpX!R%x=&Mvjkp-B7k_J;u!*y0 zCkxI-RFEf{qAa6GSRw*`MMz^cLi%?yy!FT}Waj?0SD7EQ%j|Wfjz&o+=`1Ru>v`X^ zObVO~ajIkrA3Z_N3qo=U=pi3Uj;ksl+r*R_?6{=MfK1$l_UF`y-CtB1F2tWt!t@3Di++mhxRJuTEoG6|R8kcft$OAqJoUl{ASfCVLF2hJ|OtL1A}gUY50H?IV$J7 zJN8lkZfD`<-`dHAN{lX1&8=|^;eaQc{%-X1x?EHF@){CN<+F@{OSOZ-=`VXcqNc@6 z3<+n6`9bU28PIKqt$q(&tX_wi?dtXXGX_hbcJGv83H=38n4?uugRSqY2ia4(ZzfIn zqo55H?P~tkbbw%JFzNFEcDo+N$cI>pKBVNDJlWwtyV0@*Za5zQEJN27^AU3CBv6%2 z9F)hd6t=wqH`QM`i+=>ib`#V!3VN1>N8D5uaK^qTCck4t~E@@V-mH-*NzJ+aI4$+$EY z7S2EF4gT?})ON>G#E$kTiKz%}E#qs29V?=(z26>k!I8=GSD0A$P!K&7nVE@3rRhGf zFjSgYhdD`H$%fso2vI7R(>I{l`*zZuaZ(7B&Ew-$@YqWfsNLn*#&49u>`zrX#7 zqv}YV^8sYf`B&ASs+%8hIxNN{tVQ(gl}Yhh=DTiGby|H|ok)+OW>Ds#%;(LbdxRXX^(V9v!hFqSen8+ zI|pp{uoy@Dx&X6wlgbftREkH-(#b0mT6w|XOR|!*Kp6LYhlz4>+D)+CUJrJh(R4-HG5e!QGZHeF@wni_5kwTZ`ye!+96Ca3hv_O2dYK-f}N4!RJRnF&W`NAv3 z+aD;Gk;-n>tByKj#piaH&UoG`C@G!SVgaCND}R{$voAH>3d=B#|0ITtO~w zFF5~ZcJKnrw|9fd*qZl=H|*ZR&)S~qvp`=dyFuJKUDx;GUY|O-R8ObqLmje*rw>SZ zwbPZI=e_THFL8I;;@jjN%j3*1rR8dldf!qPfsxA|yY(a_e#rJN4%ewAOV_or)=UCu z+H^Um6#3&-%vOZ69MhQ_^mi*WlPr<8_tt{Cw9^rpdq58D3MAp(=@o5iCB)nvv-n=N z3{GeZUmsXIKbAHbR)8R5lN=C>ECZM?%Xl6o#O)r!c=Zo&pyrw-O;Df`oi7cz=A2mn z*(J)K?S?UFner!1yxUnD>hLj%^(4b}5P86m2p8^ssT@O9V?u*JO0;ZO0<1>|P8;Sz zpJ8P`T<;;-9BP}xc!=MbZFToY@47kJptJh%%gCYKhKcq}Y^9O54W}Ze%-$@4}PJj0Y zYfc~W2V+k^1b{WA*8zTbx2XWI*7VGPpS`v~u!i*Dz@M`?>0mJU%K ztPEVt?A%;L%xr87KP($FOFFYZm{WRP`VX-toB8vw9sn36IX5>0D;GBl5i=_*11ASF z3o8-p5BK)dab#m7`f+_^;NbdU;QrInGd(v03^m<4=>N%za`s^8|3A_8bF&|UlPLWx z2#f^dXH4}!e5il`jG4WugRwOX3^#K!Gb9=qJ1aBWe@rDQ0ABH%Ey&;BelUM>SGE?a z4*j^MPD|zIIE0Lzg&Kizc%`C9n3YC_W*xSP-S|{+REmqAeTSI395fZl!Ur?A_0Ys| zLB4CKKA3`9MzrSnK3^R_yORV3zOMjN^M(k;uZO3NgOAr%MY>hks8jod2zdem{|cxN zI~Fw@*Qqv90QT+n1mC_dM_cg3U|;7~$;{7QhyEKLf|j1IiSM_bA6J}Cs)cWgJRH6! z{!L$Zu(mk`vw!M&x9bHsvLC+EC&Mz2wqE$*dq3n?9t}rne@FD{bEM228AusR&hOuj zRMj<(_NUg2hMTkw@?Q^|zIS?g4sMf9cR@h{t{a#?08%qf20g*?483*)0I!#e+g-s= zn7NU)H04qp()U9b6rl5|G1rP+`z;zbz3upSuYdLHH|`@k6{YfZ?VCsw`^{He_lnQ^ zywCeCfY)))`gim%#L1~&Yu*_gq`QWs=ceD(VJ)PK_8lorj+u3@#oSh*q4r`#EBrHF z+nD!xfbWxUEb;S(c9zQKYSNO^b*47H>Ztd5z}DdUhLhkHHXwK!65&=ZI57WpdDI~z zrYyjHA!aZ>1Vw=|MUGca?wez4${R+~k2h&(keTlmlevD(GT92Q$jwh-g?ocf&KN6! zoWg}LZ(PVB?Rm1b+h;W(=oh^)&-KwEixw&hAo_?#!x9Zniqv%yd&l0AV6Wu&xc!e1 zVitn7Ox3;Vfyw3PJNK?v0AcX=#ak_s;-U)M6bM*TMvgWEOe=BoA$D{*fpudaK{?hA z{uzkv<{0#OpS4;Ol#rlQ8l`o>UVXu?EJD)cICNp=$va0uHzZc1iHY3!*u;~1@BpY7 z5CCIIGRu+s^7ZeVJ)rZrffLy9L9Fa);uIbjp}!7gm^SZul@}R@=DPwi!g)K&zULIjU(PNXD*AVth%(LY3KC44WON zd^Uu%OPSTUXCxKW7Y)2cUoIC%?z~SF;2yhUK=T>U2U#0Jx6emayFer}3jBrSB=w%= zdZZbxQEt%M*4aPQrv2kjmfmg?rKH@WR(+TQDrVB{Yaj-B-hpJCm_XW^3D%p4Iu21@ zb>NH>sMF7Hk|;sHHt>c4&9NnGBuPt^P+28a)WHrEr$--?l8g)Cgcs0&l(C}+fOt#z z2gRU!`j<_R( z+DK4KMpw;3FvclOOy(uF7w`SHOk}@5fOS1Kyve=l)=?j-Jrb#pda`h6WNV zTtnuMAtVs(SQTXzn-eXfc9iTiXF`M2^C+Z5G4Tyunl z@=#%3%m^ySI(H1l^drKK0O}X8AiK!y9939_2Z?AT&jU%y13Xrl6a1;E6GFfUbY!XiFth`xL#p z3!0)`NmZ?Jo3y(t=pB|jXaUisCm^!g3?$%>MjG^4EkwBoYfRKQDhI?}!*_UTjp|wk zbOZ<=O1EvjIZAmW z;D)p)8w`fc2_?+Q0QjUB>wdI;QqBDrodhkwY+(QS&Q-mZP>3P}<+SSi_vSQM39)L1 zRVs*pt@JZm1)yPm{U*a0;1i;$i4>*bgO0MMa~qKtkKHm{(v~UKbbVWT`tGpp4av$N z<}p-+y7*b5CVKP=<6qRH$R=$hE_vgv5-0mJhWAfR%(c@)M8)t|pBYGxh65 z$bkDM=CzHfVoLMW6vcjhq5{N*oH2$rq~f(=mhanFda90GEd8n)ZmTeDI3?faYWy}+ zNFlUpa3R@(5UF&X5Xll<3F5Qj*cIVY>-i&x`BBOm+2WyhF_`O7|G3A}%T|I_PRwJL z6a@k_nOfHm;7v`MFc#S5?Q=9I*_LY&ojPDc!Ry68xH>?nZxSlV+Ti|r`&Gw$>r6;5 zYYQi{g-z!!cx|7I$TNJohiT^--2z{48FeC2?17>HV?~7G)G6Z$H{W@+gHxJ<(w5*g z%v;QK4Q(#^X=_f!Zw*(7WoWVvPBaL6#c8WpVcl7}WrMupE8k&^tl6#! z!l%_`DqOG^!N*L5Ns4h6N&Q!DtKdoQ+|`BeKI)(Zr{HqNm1p?-`=xk20l^@-X~Qxf zH;0pgK6Fo~RTdw`F;}O4#Pcv3#B3sf)0gFn46Vigzt6cC?%CU!ZVz;w5L0 zK;FMkz>RX$l_X*>PoJR?2pS~kO|Rp2`px%txI+*4K(AoL(M&k$rFZe?F=#N9q7bq^ zgeHK8Pv&AvvE!c~V?~s50~PDT=*E|Q`6}i)tBqAriIU2@~qS^p$K_>#DI|DRdVa6_Ad^P*n&F z0PikPx>%$;z`)2L2Le*UTLjN>y;^@!({3Qpgpt-M-^VyGjJli;NeU6q6&FFT!#HaZ zXD=Idh@)gZBxF55JpF3&L9%_0KhfPyN4b*^j;vlxTzdA>JftJXek%=aJ0{84UlrAt z*o^{|eYsd|fUJl4QEl;|XPC132+e35P=%dJmfvtNUgbsUVcZxL7j%$0fIJ}iw%5{1 zQ6~mV6tnXjXE07ih?$T)mOX{V3q4TAe?^60Nl?a6N$btw&=S!<3^i(Y1x zAsuM>g2z3KnrEhqE?n?yZXw~u7T*_9oX=i{Xn*J|DI22|x-gYDgF!(m68zbHWqIf@ z9+tQZ$=6;`TyBl%$XjTj8o&3!Hkq+GlM4l|bLS%l~uY0*5f zzA%AN?VI1pa-UIO{TEVKHj>j<=qS*hm_Cd_gp~u<#8mwSGWVM3BnA+?62S7fndU8y z=*0e@m1LF0={xCKqkD3nsG*|W4MoCSEf9|_-hyqTWQrTLq+ysmi5G_2mNca8qFz4W zyGg6Mc0Mq+$`IiLwgz;uZnU|>V_cYLk$jm;OU97(^NHojTxDqoG6<)1eARL-4>%Y) zV^2$xO_Wj(RIq%u#si-bt*4aJ1fHmhZ5JixMG- zpoF*3vrc^Wo6Af=+x!934S@r6B4Kd_QfcQmydm&dDERFGwr-3WoXQackTSrMpNzoV zo}liEPmuW6o)T7Hd0I(?{0%1P`iYA}+O9)Xfis#UI&ik$*i-ErTgOBPD7YD%kY(*4vOh(W6vsi#=vBcC>|1r{!E}2AC0s1yQ4p1+K}UT;hjiqhj4L zXPUFGBm`yvS%-c0U+t^3fz^V`D!6KFE{6}qS3Q_kLv6A4aNQ=fhLy}P)y!O`T_cwP zL4TUEPKJ_$Mkr1B9_LI3fTr^DzD27iwmW@yxRHeeA20xB zTE=Z{;fS7qH4_MFxBtn_53aVZSGzjZz?^I$m|$+S7YZr?h+ghlLgmLTjvCEGS$e5|7cv z%S}k$#we9$6X*2F`XGsKz8iVR&RHR|dhE`245Y%Bik%Wd5hQSQeX}(<*nKXa%;wAh zU=T-j{+klcahhhcaynLTfkMI^WVsriMjrLhI4Z;*Wf7*oxI!c_=2NCUyN1uWS*5ns z+}2x+nK0p4X1pSR4|9leqCAu6%UJ%69AC!V^|ewb@!7SPWkRn*XV_~7-d;{3J$f@E z#@$e}%DvD?e}edY90jkwz;+B#a0pJPQVlQ?nq<{E1TZbG?km1BX1)VFfC$! zc>l2qKJ{K&-7?||A^0ThCgiP;n_y5q?X(mgfw`z~U{AdO$AK9>xzLmaEsUC71hZME zH^2-}EAGfE3-)FveIQQwAdBbf5=Ppr^?brCm-9*D) z4VxY7P7PNAT-(Ob_rZj;UmaztY((bHh6`uYu&L7?t0E{My_7UR9~FF5N~FE?=W?o z3>DZ9FU{G{na`9hKfbx60T#1*sd_fk49qQ8_z4ebyIS0oxl~6nSOH-J5MKE4mC&ep zY-elU>GNdn=77_?wOB7PIebgxBYHy_krMc7T~ZiSS9JaM&Qlgo$e9e%02^N&DlV5O zDwZWSv&pDGzNJ!8R4U;F-;>H+e{Z*d%5hPZG1;+oA`Ps9oxvj8A%Z3Lf#}D^qmJ#9 zAym~O{A>ErJ*P#{+bf|4@CopFb-_-r=YmY!E^PDx$_c#Q1M(FA-NXSjo$uiUlyj?9 zyR7!4s82_W5C9ux#!kVYS|+1Id)TroJ8f_u^wEc{qZ4K5xdhCaQx83 zBYY>U+PnEu4a36$ye>`N`Rq<{Pd~*5?I-<&A)lFg69g$on6+V81frO-;mJw?Ix+=y znnLQt+*~}xuuti^nFtZ&#q4u?a5a%FnserCebu9R$rq{qC_ZuMoNl2`wQW6c=zuR5 zpeB2%j<}Mnoc1*OL>b)qC^JDRZn{uD4u4%c<)uZ z$qHZ$@j0Q?M{{Pa}Ia1 zZJmMGJv;xo?{@!0x%5C6O!++}LPu^>-IKJ{`e@5ocw+c}#4$c})49bpzNZjZ5Gr8! z(*RKmXA&F}c5_jji4o%o8?q({s(hzF{0_8QYF{Qqmxh`D+wH4<$6n}McpAR!V1nsj z&ZvYtOa3W?Wxgpp3=Y=3MyNv{eDXA3u=ow!h1{L+UzxWq<)A{Os|H8QR@wl1yJ-_MO zxVy>8>A)Fp7&TqLC0)^}X=pFt-;DfTDZ+i^{pW3(XG9%PtM`0%K6OoK%YA$^6T7Vv zb}hNP|LX!bSdqTCFCucjc-LKARe;Md`GYkgn42^Up!oryN*zI9Q`C224Cml+I&aX_3%&bb>MqW=7c;JCiJ`;yL zFJyun1qhac8~=wORw{&ESOTphbVrR>FQr))m5T-x6_()HzWDul@F(J zNma=rU*fX|x}J{HcJ4++G!9M=9HIW7(|UpJ&mASxZRL{7>g$XyOUs(I+Sv1j@LJmq zKr2(}yVY}ZDdVZ`%wBwTyJe#Q1|i z-r_#sR#v()P$fs&MyMCrEdYSi3pg#=7~-^OQXp3%$PR~ zTKuS&S+A;?prd@19?7mnzcL>npvxrIhe6(-IOUp{)NATOvWf#BY$9ar;}% z9L7{)wj8Q45Stf(=TW2T6=zDuv2A`3O4tR^1W|mt5G}oJlv>~(w{$d_4t~cn9S@_B zql4Z@dMOS9-2{zzxmDVsCjw*049Hp%gRlzM>y({|KTHNsIWikuoT$|wC#FwA zjOMf{tA{cRK}*#}rVu|KU|N9736L8t3%%X?DYN21?KPX)%x!Hpz1NRDzL!EgUt zRr&%Dj%T-^;5r|Q)zL#ynO);B&V(y5x#PbbKx^7WmGPapXz@Ecw zWNf}(#^7oQS5;@CVm%cO4>Y8cD>$q*3Q(aXp!1^Tr|Ibh9Y8u(9R0@C;*qul-?Ny) z+Q34ajUGa%z86ps?MjZe>~;lYu7YFh;;}XTc*FhH-lP>Jed`j6YMf)*4VK~W>FOA( zlmnv2I3Mb`K8&&rF~B%D!0(_Nv!X}`pL8>JRZFn~|F#;&xnPi0UHhF@Y2=?{ZG5Oa z$jW9{qs?aHir)#QmF3=C+}mxW=d$aD!?UsUCl8zzw561?nVnIo(N7#;0-4#GVhsTE0b1pxw zvkSZSc&hy5^yCx5Zx_qsDC9(Zs9Ha>wSV7n@NMf1S}DF_F+Oa<(Qq8i%24i;Ka#Pr z%HA-EbJq%(nA$F&$`uRnlz8Kt{|9d9s1-qc!HbtNV8JZe45X4yC8NJcm|a}565Oj| z(i#+D{%(lOvEwV(H=?2oWq$T(p9^Ex7cCo-t^1DZ$Un}Zj;!3MAzYw~KZRWUbEt*9 zofHH}g@b;)%Ix!>7kfxPSTkx*-IfHqC;$)EV!n_^P%EttVI~*=87B=b%))lYf2o8W z&T{4EDd^inUn93p9b(;JjWPfj@h*z&ae^=f?pnPyQ5CM^1BQ-c@Yc37D}Q18jX8v@ zqSc2~83{qp&2mb%76G4zvct(2;$eBOgO-WucI!YWATZSV7o5Q6*~!+>wHeU)qh1xM zn4QOAAI_@kUSa~YWk^cy^f}$) zw8OW)G7_zs*rP#h|9aYV&CLfq@B7JM=s>xlhbqz)vHkL~9((lC=t224CS#y65?*W3 z3Y%D7wTP#i5v|sd1h0^OYn04!kMCf1{)fr6dnqMGuY?Wo0+$E_8Ym}}C4$QqFJYgk zmGm53g4NhG`223kR%GdRi>@kn(IN-ifQxmRc>jg zwTMA4jYw-0%kB|1d@Q%LZi(Zbe|=fA)K~aRov%9nT3(P)0pFL2V*}(ZfZd>e%gRnR zU)#1lh2;WJW__ovt?UYGYS)aid>xlq9Fzuexsg=0RM>4xcYx)L`llsASvXh;Q!IM5 zMUY3qai==h+`?$-WJ=5{{4WlNE^@|z3r;=c1TANc0+ec%P&D5%&zgWN9&|=L(If4YOQ7 zWhdDkWqtU<16>=oD`PzhD6M=?Dwf|v(c)8O!jtn>76iWoG@{kG-1UG9@5XqKx=wLjj{7Rp8X~@A)i=U~dhw+kW<^aayXx92tPz^mDDvpS_0*@<}z|jht zeljxWcF8?Ezb4r}&$3Bq%YpDVtJEf!tAqE!WL9CQ9w>o2ik}2Y$;0PwFS~l73gX^< zpH;r+w&~i$@2(qG-#1uU5*}n*|pMQMyX=kYB`)ZAf-w&xlMb#S}ChDstsOIz%n%~=sp*dUS?m|BBl9- zRKTI(7GeM0io=s&d!xr@8e0Z-Rdt?ELZn1Vg2*E-O`^EHl3n6NaC%*O2Yb1Ol3)ZN zV|weAt*;tq<(O|nLF{A8*upU%+Zn-Llz|+cH92iNVb1s5`g>DKu?lF5xTrw)PDJIc|cNXM>3aBI4Iz{28ujV8JT*Bjvrd!5-?sf~d1cv)J(VbXndH*{Pb**8^*;zSqDp)luh7of;78@ckXK?7}-mdX}y}& zbYk@>2`~dO-NDF=c&r;6YM8V8gA})eAJSGlH?c`_|BnHqJsee{?G&qBBuyWDRy=L1 zgaRrDZmJ6_6(H<~V8P$#LLLrCn`H1LjSn@~c~*I_Y0`Vxt@nv`*GrerQIDd&ytu&< z6bT;E0{;?&vH-0L6C^qq%7oqCzzAOWo#--4z653KPr5(C9yA2EIShTg5|}-kwm;80 zag(t3YRZHV+w{D16JUkKOYn=WQ;4~GA0$ehh;HQRrWFVKdh&=^Npu`gVx21MIFT^N z0%Nt$T<^0`N5EC$L_Ie|vls-VeZ7|ASNDhU-<8dTCy93XsdZz|vRXP@1v(Xx3M}Ks z*Sl$DkII|%#1@U8L<2!kZH;t0?jMj-YPxD*Gl%ze)SM_}D|U}*;hzvg$J!hY#te@h zOv%4lt$&}wK&n%Kq1NF5nmPgJjo@6m0gd1F03V5xMq1tk~g=MPeGN6|+r#^Q&%bABka4Ia>A3%M{(hiR5^zYc0`W za4}RmbvK1sj95`GpOxIpIgi$#Y<#Mom3SnSgFCp$k<~+%iEzn~B&`G|2aLD0;;n-t zu+%wH4Y7q+MW6)%gsHFNjj}@iCaW536$U1t;6aNSyqUyisv*%l*>74)tOjP%9vWDK z%JRu_3!)f=b>|cTv;!GyPnG7e4S(MrVjI@ zpfT&a)T2Ldfj9EzCPY=zs|@CatVFV_MHU0b&fQ7%tvp*fhsAuX-4_k8tt6MR8vvoYHe z)VTP`merIsL;q0DWJ@s$0jv=9i|90d3-PGPr*K zw~x^X@|_Os#@tE`N}4`t?W1Fv9`04OlnwoYHYRQ#;*PZU!j)P~WmDFp@WztI30oT; z=>>DU&#CZu`3DC)&A|&raf=_AWOvpT5+SZtRGpFvE%e#17;tdtsDa>t0L$__r@kmj z|H$_nzyxT>J!l*sH#=)5j7k)}?NcqzX;IUdj+(ktzF>3~yQnN*7q&RgrVBHh%_wIX z*UEpO)BV5n=>H1ArksS?f^OY&$R8dt4;#B&aMz`|~bK0M{kqCPx+Lb(|*!jS)d<6n=A z9p{w9j?>V^2WsnX5M*bW5{D(mxPVmvsbryE!keD<+2;kec>o z!5a@is?gH}tp8Mt2Pgt)I;$fH&^= zJ51RQ>+A(}YHYBOWF&6!`d3gYheS7z_o@C$8TT@^edZ_~b@+0P3Ah*4UNj;ZCz2&p zc+1W0Ur=qqNWQ#TPWc^Mt_$1{s{CptqUP+5acJ(PXKOhg;^P*in>Z`*Rd6q^L!{#; zf~*^?Q%(7haNEqJIIgT+`qbzrKz@h;zC!y0lJhC?g%-+}IO--0NCL$IsiU|la^)ao ztrZ)c{(3snoOTDyaQ*IuBWc9F1{repV;{Z{hqt^U&`KB8%UvC~4dK-fa{*cqsK40G7Tk%@=2B zks{GW5v+{#U9kB4;kvCLgQ9{?iuRV>DUUwZSY%`o7tb@qkU_{_0x8Z~i{4hCE-Dj) zO@e?mOPOjlqclxqhM>*H0A$2tZXz3K3In1Pz@2Mai+Y+^>qdXtpuSGtves-`n5upuui%Hm`x+wxLYs@rqB0;TO2}mk6sQugi9B5uR z@W;(Y;Zx!PTOY^^V9|<#FvAvgqix@O2m23I-!l&ugS71)O0?~8K%nSEP4%5HF66_% z5D-ZiWpd{abwaAX)GQ=e`pC9^R=I*ORv?@SoVNK8I+JqZI)Q<-<`w89vTY&pW5yE85qm-~GFw&>&#-7A!!qnC8<$;hi8&}hPLAK}{#^|hFpY}r|t&~rP`PTHiuBCuj4RoztO!)Sy*k7xzA+x-1?{g zi+*dwx0Hx2|3Lb8yOrKWpZo6Rb;h1(Yg~E7;#L@EClOvPn5OeTFsI6wuAOT^6D(M1 zX^%8{X0#AvZT)X#4+lBsH?%yf-^qS|zCmw4_U|{87N(b%&lS_}P0z(7m=44=EP5<{FXT+mQFpl(_Dlixv zPNx4}#!AG@$;!aa&cew~#PNfdva|lbmZ(tdEI+_0)6eqrS$Ht?^n_|K^8ay2WdEsx z>A!L)@&D(M_*371ky2)+|DvV(={@OScYPsIcVv z@}RoeO);AGTJG}db$M7i5fuFVQoKJh4(G&l5V*k0jTm8Z09JE(vOivL#Gj3ZvC4du zc^lChDM@eP_5t+Xdw=J+#C@+nQ3}0yVG+a+h!zumV-Z*kdLWh+Znz2#6TQ&!X??sT z@swe{8Lu$d+e+52UezMtI8J@tbW8R6X4rqu-$<+N9S2K5&0dtzwD9D@!y?X4O(!X? z;pf4xKiTwTRpM(-y7n`oPU@A0|DU#=JCMrv`*6wLGP6gvJKc+{Y%;UAvPwkA$}KY^ zvbto2jD%!nkF4xSvRC%Vp2_c3efpMu_aEN#p65KzInO%p^PGWp>qVlLptbs=lgs{S z^Tgu*6bfTiSMCR_n)m; z&*)iAjpN1lE$n4Q5jRq1P@PC#>T7N4LW5oL1G|NT1+^(U61Gqju1rSwPJMT-#Zgm2 zv=Hb-bx0b@z$<3UsjWh$5o+#jte^8 zH}%dYvtencsHl}Q?Eem)mWz4YQz*IYU8RHn{+27Fy4Z9s$b$8;%jH_xi?w}@M4i0f zv~5|X35U~=&_}mf`Fu1LDTdMN_G803*W?|}X-9+gKIdMFl~A!}bqJ5d=#JRjVxtj${D%(z>u9drd@3QOCi;@uZFjfnuOVAgl9n92nG6wqiw#?L z$v#zeWj#jKI@u{PC6bX{o(#Qp9TK1WpYy1PWsgoI9lj&klWsc?Q*kZ#WL+j3O-^>q zvN5cx%y2HB=`vfVE@gID|5P5hwUyycP*_``V(-(phPr242pZo~C<8NYEu;CT?$cAR z+Itsga7RT|Z>4Q?2Kx-;9d!8&gzrX|BpP^)Or2XE7Vr=5P8LbMrx3mP=~bZqiq^f2 z5t$iq#@F#_g8QU;x_Yx7$m`x$JdJH`lP(idW?H^4&rklGsm*LP=&=%0wW@(qM-wVc?O$8JW!&q zCU;`7UoV5_P6}amhuK$Ec3gc!z*Kfp zLQzDRSa0ZhBx0QRCQUKt6O7R2NrD=2rNd?L`?a_#wjnT+U#R{#07N|PC(|`GfMHXR5k-Qpd^UF7%%n5 zdL%k}Vz3(Q4?~OXHfW^}o;h#DXt$G^Xjg>s)jC#Pk7=SB=neAcWv9rUlkDp=9yEMR z72|@cOXp4-F`kosl)`PXL&aGrqtBN%488P_w&Wb7A+Wg{{X5@p+Mg940 z&;?t3nKq=#qZDU42TuGagg4c~`^Bf6eXcnOci!`VAV_PcQU9&rVi z_u6%|5Bg`%>CSRr_>5-jHLBvHRba5vzRA-e7$n2O={j)4kD>93x_F%NGTG2bjd?!n zyUg>^t&s#N!Kh<6mcTV)J5%fH#NKijR@-lfJEz99jeIU`-FIOWhtc;^(l=M*Q|j6Y z_((L@S0?nUkOEnyw`55#n@ky8&U*AIh*RaM2wS>e|Hhz-}|3#a9kgFVZ)T{!deRiWAWxo!KM|Qg%+r5%u z-bOom6**EYX1cUdv>jW!i2~;pLbguLrl-sBUZub;fk+9fB?m-rqjotlFKLpdWAQ`k z(3%RKK$jk-OO|6d`oA+zBMVla1sMa8)~t;TLh5PE+H%~^d$7GTNSq1uJIst#l9Uq8 zOY50?WXWab6iF+4nf;Y#T0V9AV+1uVO;fKv?JPIlQkY9r54xLJ|Hd4nbucmhjn8Z> z&j&fqJ0$U&@OSFHw;W4h8gir0&wBB2+juE%WID8ST9i4}*>rgvsUg+$Bq{ zp=w6XhVrYFT$giB7!=oUQ^_go*mvysldRDXYZwOQ(7)aWX?;jzJV>)L>+5@$PLP}1 z%H^X|OgYl6lADFry5%39S7V~eJxg-ce z3k7d5&sW_X2lvqG__JC>DEg$H2!Rmn@9Nfy7LowdgBJ{L1m2_kyTZI}l9fMhnGb3} z@T)+6c%ld)Q9x1pp>lnw1oXAhDi9GP5+(#gh$0cJ5ExQO6b?bM!bAawAE+o2 zj+yEQsba2HgQ)RgU?Bi3iu@VUI;#qVxCj-22*JQ`m?$ey{$~MJC={RpM8t++_Nzd4 z_z;AMkSG{}#6(pAI^wmO-;`2j7|BHoH{Q1Lfmd(-F$dWnXOGv z_$rAm^Jl${mhroFJ& zJ&v7Yb7ZqK;LhcBjZLuFOnHK?&@eT8D6#Jx+0@P9?eF9UuJivtUU$man?N7TD(doiQY;9lA6?x$knEJ0xj- zzt|LAGvTQT8;6oxFl66bBcgcl{lb$fhKzuR0Uzo#?s=6Y)v-F^1ts26e-hgkTa~m% zf{{7Y!}X;U>Y9AkWBlMA_%j`xtkD|UNV&9$=h2a`A5&Z(qWMXL=R-i>W51fwm!(9? zL&450_jB)cR(_~2X$n}p&(^g-RQ*bN_Zr?3H@XFt@DQH{Y?MAP4nkce-Y#iMW>g3f z$5NjOwyk0`o{Bfv5PnUN zRECH&1nI~|G|m%$V<|WLiG@dVtP4ZV9Ww3LyaMm9j58=(UC!1rN_hMc#v#Ok+hNEX zSb)~%Jt!r@7_G&_xL$N8F`u_y>UeMQBHF%pS6(}@Fu?_ z&oUfZmfUrN#6mK~dgS?^-8HXmx~ScnSz7Ka^CmB1+h)NHN9*03VS_NfzQ7JBZ#=Az zHS-?em_GA8A)gB0U zYxdF8uT3>9t!6L$xtLgY*r`UiBIwp)lq488pVyesEa40fc}})4o3LmT$+#yDXX)Up z3OzNo6}x2mX0}r(lltzbOG!s_?!33-bqPV4A1_b*>*67Xd z0Q5OET*CzBs)timyICW{)%LIJ`m^PjNRW4opHaNCEpl68k?dwlirfjI4V~%e{wgMj zHMXaJO*YlWEGFQt#$3}bdGmWMZpHW4`BhUZfSd`1{QgFTT;$xK`fpgo($LpTw5{|j zI-M5qsT)XkrDlS!URQ_dBOhR05um*4<}iuA&~J&PnD#y|pXgg7kaf}4j7Zmrn0L6A zbmHdZ!*+pT--q|q_*H||ERUM4!(@s3*A8!fnhO(;ZfrJF^@!4SDy)Bjb2;vjVCM4v zv5bVx6oH!EH`^*9sH%6vu9y znp3Zgaz%`&w=-6eg?4$cmSOfT((*M_=t7`K@~y*&g^~=LPd&VQ=Ja z!@^{+KUzrPWE8oP*}U^K?BS0}_2_x@8qE{8p`APY42(W8_05QP9ForI=w_n*>KIf`~DCBq>gL-Ujk&$+vqePK1p21U82U zb|({<86m^cAAFyt+mI)E5=ED!M3fu~1>G4+z7Z;bEw37yL-ztDj63Pa5Zw3{u7FomiL=-*i@g#T*T~`nLphq7Rdf3fxYx_CG8oUm0j!$b<@N|eh2~*%@BaR`Jl+;aa zYUbayEbKUZfgr}6@iNSY;jg~vCo;;U;cWLav*%aado~*;paFxb7!DYi1WYG0Xa(05 zp3vfaDG2{{>hmKj2aFQ|K6L>`LRk^Of53qX-~tSs{J@}a1dJ5{KUETt5X@vhaQ1UV z4x++CfRVrn4rT)%*w{Im0cE1PA4EtGM#6~+B6@lTW?SP{I-(`r1kO&-(K>YMwhQm>q54b=M z525r^z$ZCV@Ci{U_d_Be+4)Dj zP~RicimES9nASEqiIfRB)_GemlA_2+ZGFEmf2I3&uVL!CW;IKY^MbEOP1Uy#3w0+) zPA99r9#z-JMp(vIgi^P<+*fdlQc;Kh>5rA;8TGHi>K z?E88iOJ+UFeh3 zy&VCBeuWgrx%E*=kR#(MFxyb&l z{5SjPl;+t{t3sh;Or$;fCByXn$_FAe8uI@GjuQ`XMCziqP7&TLIG?kC zzsPg($OCPST~<`Bmp3$x`<`9tkcA@I_;AX(e4B!X{LA$OpG)y$uM3p=ELWZ(I9~NP z>rzrJ>74*c(L;A`-ViWMxOYJom#ldG2wtj_$n1hZdr)%U;4*vl1Gef+MNJWXF#vwJHe*E2&r zEO!EbeaV@wEB>J8`W-hn`F!^@0f$L)PW<4zI$Ylj7Si-h{4?XXX5e*!&WhfFwgtyc zo|4Y!oLT|ct&xxvLkw-3$VRrlVEXd-ov!Dh6_YjE5mw>R)gi;ixs5!+X?#8hUtV1V ziMNtlHK3o*;(j}7T^srOU@=mB;Mlp1FKLa}F`h|7Ha#}3BiCnmi4YYL`FZcYn7}sq3 z_>Jf4eUUE`By(a|l()Ln&9g&^p7Pzl`!@9cr|CCeu8=J=VvAO&tyyrXqP98i&5(2S zF|)_5RWRWW%rL)+;IdO7vvDwK{TAxpVSkzGI>hCvjD<>!(}ED8UJ3ZRpc26_I1Mt@ z;)3?AS8CjCe6XaP-yfzxIAL8P*LGh$SM5-Sn#a}QiIi{h3(}0WQoMi}g#?`8#5-dJ zL1xAc!R;xzOD}i=gqJIY$qLQ#HFGQ9yFRm3-hZ{oXnr&CK)8J0zCMOpP0OEcpS*u8 zA$Fr$?WXM;R{{?vdFryGkbToEyY!Ad12b;)9nsKl1C3Hz{n(L@VD}5+A4C!-Ici>M z230#Q&npjCOjF-_qAgQNND=qZ`lYInIfq4dsUI=*goWPtpoR{Py3YQqcd~2^6z=hH z$GDfDUSSH%0~I}E8X<4=!dxY)K7p*}-3|*7X}*ltarNUB?Glz5OO4Q0dngb#U%HZ!3XpLh#TiFd4r147X`r^F?x_hcTV;=Vxx{v`o2@4qYeyCf-Kf-D*NN?N3r!)SEP! zG?cI8k+iuIo=%U0PFUT7E&`rgn=PsCPwvTvSOgE@PL^D=(?7VWG^1#9jW*FF<)CV? z();kW0M)GK_w&)5tqW-&zhs#Lz}#4M`}~QuY+u$&mfnYL9IDPwWd?hDVe({eHze*p zM+v+65@f#9BS0^kzIQ*T9{*-g0giL0G2$|g(mc+$U7~;q zy(tSU!{`B(ybAMKBN?iFqP4D)f;70AE;}q(K%KCd9u;GT=dRh6fRdiSW2fS#>{gpA zT?Mg={^(m1FB|v3Unl0Av0g+VKTiWL2Ud2`gB8r^g~^^&VW|KHnb7UY9^(OhbR^pO zE*b8q+WYA|%?sP3Z>eiKSprql783$Ge25C@?x-diP^|{7OQ;a}Og?dd^5;xV1b8gT zucf!WciwkZ@u3Gz*bZ_`$4U2a%d!Yc;_M>G*I+3I7ZXbux-VtMKGy%Ny%|VL9XI@i zNqu9wfLU;!Sl_bRYFoVKwL;Du-Ch^^dC)e(I9c)P(^U=^z18np+#GH+TNj?yN}I(G z`s$Put<>@ieYqXROGTb`#n%9*^k$Bt--qmXH#(mC?JAWwp2tam*A8AWV`&%G2%!mK z+X`B_VTbi`8iE-Uu@=h8;WU&okmU2KWFuCG9*m=FM_QEvj2jmzFjpyT0^YVNqM_G< zvI1`Jtu^@scIPnK;!jC3}m;6c}yf!{*ip_KI1c#62Uzl9*!^6 zLyLOudInQ4%Y#x~3E9fVtA~D#p|_>7Y@Y}&7F$bh59iA!1gd6D-0HReFws+PZ+ojT zC|i6`j##{FkbYGcw`gpksi*B0Iuu=nV+yT{m6o=6hF2#P5Fi4w4L^6cVIv=Jk_hf> z{apH@#0oA?i;A*-x?sQ?+=XSDwg)R-m~u7)!*T zwz}R`RXD#qG}b5s{8w;!ZqiRKJo9BQ^xR=W%6(OJ9<1#zyi=pGI(`*HPw4G7 z@Pl0sEd1FO?~HO6d}(I?JOsspeshd0W$jaM3DC?HHJs_{_;!Zf^2y6eaf)p=4fWHGUC&n^wyJgtC@prB zEH0I3B)6cxZ0JQ}qD>DgEk)0+#6Eg!7n-3T zSO?{5=S3z7I!iG?b!rp>B4udRbjkw!PQCauF79tFlIXNt*cd9HrB@wsD+6{FK9>E{BPdRloO>`~r!F2ZP??@okoK*E&&y=UMg# z_8(aL9$ihYPaLT;-srq9(aI$cXN9(+Gf611R%))N0p|>Z3mj{nq z7`{GXVVc*UM4p>|Ya+faMq0KT0fzBp)we!h;eJ)9V_XG`FNJVj6M3|=ZIUsN{;=~FgV$d0z!NIHy}L*bM{YR5L~CKo$AP)@ zsptbfia}xsUe_^BUdle{kyi2S3&wVBB}XskWm|#7x6!rV1tU&^CSR`LMT-~U(FD!M ze(tE0l%ZvS%Cw1Yu%a~?W}@iV6)tFAoZEQlyj?1x?+D?RFsZ#Bjn(TxrIj`-&Yr;h z<{<407Rlx+7QPX)6;qoI2;VNP9{));{$!8r!#6A%6c(w0*cp;3R#-k4umkq?=dqRy z@kRP(c(L1xH7&whbwD1rY4r=;FCL#;0l8V2*navuAA3 zz*mZJhBbwx|x$Tn_^=>ReBE%qUhN5@-Sxd7dAE!E4HG^|{W`q`KoS&IYz9dY%e%(PehY6cskdA0l zqfzZ^^P<#MdoKY#2-;i0*e;u2Y`$41120M1MnW3rYMX`^7tg{JM9DKDol$Z0n_ENBat)jx3eQ>IK-JC?+ai{0fyngBWQ-7>LC+fX7-4n%p^Ac(D z71Q8*@4V^ zd)|?

BH7PMg=-e&V_Z+wd$eTjNX9HXeMo)ginryyvoLlNC@i)={JPfa>a!hf3WN zR%YP^4&$Tz^Xq823v2`9 ztOncLBzgCt{$r~NApzv{u(1uM(yBi#+FV6khRPfVTjvv|Eo#|4E>2ZEJ?Lp8;YCYh zC{oqF@7!&NzJoFoA$n*bwWx#J$?bk}R9A)3rYTuL>n!>SoCCTQPKIHE zOUTZL&=>>RwrloBn+$>@9v^(r!C`xvA@6BTEfp<`dCFJd^YERj)UOm-<^Ixx>*H6* zJL84QLtaVG**jvnSOo`Gq)T~5mb@rRC~7mey^0ns6YFc~mXvnyg4fM<7o0PgdHM<^ zB3V%Vw8=!-Oy7GeAUfml=y_)K66^U_HRjz=a^w)I)a~F0D(fO9<2T@|$Y+p1y z5eqLW`RTECLNqVE({K#n#?0G03D8a#x7%68u90w_tH{@_p@R<-U4FYh+qZ%KTpMfq z@W)3p7%%_<(o_EQL}S4`>IXiwf7n+bfN$>~_7x`PF<%fA=n0J}>9?bthN&+; zO;{NaQkI1VV)zl#G_5!l*E}jUZ+s1O(okg{DH@A5zFS;H@S>o*_RYY}mpeMkgMtS) zc-DJLo5BW*_9XY$R;ym=PZ(_Vd_CDnU0Zz@x4=B^dv9k+&%J<5op)>u?Y%Q{#E%M9 zxl=>LAZv>@6=r>~yf$HaygJJWMCo#SXZq5kE&|gtBR>~;LM^=4U)A$8y)k9Yh4LG_ z+2Qv7Xcqj(7<%5XR-;e4+dI~&$mlmc4eMJ?{*%m(0n^w-&^|*q{-aVKaqU= zd_{I4?poQ_9L(p@g9E_;GlQ>rt>zRA<+(BGt+@e495SqOYOoY#d?X=7Q&*0#Fr61q zGLfU<_m4KSq_N?YH7+fAf$5aWd|KRu2A0Z#tjdDtYD8N2u#l zR|i}>f2A0Zw074a&JcGE#y)ju!xhIbWaDXm?iYEJ7w@84ukypJX!IMTAE}k+)r@ZWj(2&-j$|$g($@-9 zpD;2}rcF(0)|76eZpOLAUPZgh&$THk}@7Mhgs!4im{28(kxCrjpUrzJ*T9&M;qgV!cfi{>@n? z76)}rN}9roqEPnN+LHDgYMpGw^&So7LWN}L$3!cV+1HOM=-nL@Mc+kaTQ@9)Ub74l zukQv)dw+5kO*Cuz%rUI`S}=kwNIol>RX~l2+U!vpJcuqp4czz$`gpEB@bR#g3KwsG79oKwOyr2#(ksP&d2(PGmZg@X$<{oje>1n_=R$AX%2^g9f=6@uvNAoGs@^9;A!JfF&QH zv9qjs5&o3MriQfGWr`Vw*v&A=3VEPrVRnYANma%J(NWLoXuO+3eRM8f&o=~Z#DWix zl#UZ6D7t1M2T1%WAHQCY-b#>oLDQuZ(ain2wtsRcUmy%acc7M5v?;zk(K$T`IpXvk z2$^OcXqp)0Yr)u%0n3?uam8Ik5u2Lw4VI<>Dxg$dIy;e$5Bs=u#s|X*D(6QEHiF^rfv4sBm#QA=d zgv$<$cgr;Q{==?kRjuZWgrK$e(X$Ayjw}2lj;hx&3+^E`l3v3{Z9^^9b} zH#?-wXUo|4DJVKeU`q0(1=a0=BN6h|va6y4g^MjSL$|oBQf;MLKb@anCrY#u-~Mi- zbp7U#?XG8D68JT#OIX#Wi$THI?)~s`Pq2r=vEALC3`=6?1ABMHIcJQE> zPgXqo!Ra&fLo<{?DfAR8#E?BsVFXz$K~=ngi&E15V;v7ss=nyL%%a=I!t+ecoEg6Ju?hMon33;L3HJ?H!jS zZ{bi*wb{AqaxfXSRNKe4a&;CfzQ+Rm@k(f&f%e_uBa3NL@d)u8M_+2G-fzd^Blizp z(*(wBsI6c7qIaQgDmDr;v$bIFlf*G;yXE6n6cw^3MQW!!=+wV+YuHr`ZKRIOZ4}Mc zFsNhl&1tqR&n9z~Nj0mSz3)Z3C0g*BbZlq;YX#`VO{wnXmf)AqXtTvGaBbY<<8%p0 zO;yRUe*dQO4W9MW%HX|4qH&GQN@%hd-$N<6Pq{DQ5xK?rME$+hm4V%49dV{)wGcWx zPiw*}aCc9;?!m=F$tyD7LFm9%@2tvj@i^`5&r1wyh4-E!rtNm+6+6uNaJu2W*o5sc zk{dK$^#dRJwFAFC#lluFX^GLk7f7Fxp=6-UM7y0~qt^Q{*TNx3qL;MoI_$hkOUc7E z@C@fb#Q9JrK2{=8M%piu^|&D&70e5Q+{6w8drZ6&P<2J<(Np}QgF!S;3FH3zSL9~$ zQ6%D>`)Y-Z`Fiz!V1}$x^PX&}en{9#jJ`|9WrBdrhTa-m`SL z=pFB;Z|wIN1w!(T>5nJuCs8$qY<4&)&sOCExi3g;_VLS(Kf0M3Mw(*z?WJM?Hz=0i zzK~}zLmK=c_x*39Kxj0OYnUw8hrZpUhs z!fMshBcBrGaqO~!{=U97@R{1L-kwd1Ud#h$-^PlGiu{7kC6ZCa4jX*q;Eykqty5+* zOm1Sq5cW`+F6$>}4674qj>;KJ|Ew=h=d zpKsx;us`1-SYiLY1(MZ=FM#OEix)wrIGC4|O4j za`;=wYL=(Zz%8NSD(DU-VhiX{=2Z{@h3J3${-gj#VK!Gm78tTs5FOi@cfUCk)^xFU zKP8R{TLbB1+E+oe|KR=}6~Ay%7>2JvXk(o<5G|G{#(NFKf_eWHbOkeg3P4~E*FenJ zU{Q?RI>-nU{S`zDL{|RQ5kCq1!y4rG*!snqC}w^gq>c$E1QBC^Pi77%5MuckiC@zB z&Cf6C{O%j!UnCG1%mzpc9|+=nYC4a?gs+1xQU0%@Ut|y%-c67$MtuWBOYyrAzgh{$ zWNm`P@B#a*Q$v0zW_<&6iQ;!Vej&jyY+ImfbTH`YjVuz7lw#Yc%p)Sgi&@?TF_i-bT#7gs z)bAQ;IV)auQMU)Hy9+~Y+;6B}zh;XO-v<=}(|TneWK1Y}4Gb28qr?DWS_dGJKcB-6 zK(?6K(^2v~4}^=sI|NYzy+nTqx^e;X<5u@{ifFjGI@mi}-vx#O0^@QB;syvO9D*3p zV94p!@9B@#k%aK{FBAesK!Gkj{rv}nAb?A6V1WJw6NSM<0HOX3LqUPd>c3$~m?#qH z&%f}HfLH)oi=YAM?@CYz=;?y>Cn8h?jDiAFi(?U#2)w-a2xNnWje=s3$3PaqGhB!OE*tPOk^*25*qI7M0KNcgfxj98;K5M; z!cfqEU@*k#OgR0a|C0(pQ1q-wMGzt=(KAv3j00fse+VK(P6zGj?>9Xlp!w-)dIkm+ z{hK+UV-RqWf4D<{5wO1z0X)c$#p`c^a3~m9690k$PBj0}6GcG)XPUq8fH@-yg`m#@ z5&sYb!=cDiv&cUy0W2_~s52acQ4kTtnMMOJ!2IIxvJjws$p6L=`qylLKw$qA237*V zHsow!6y$Ud{j)Kr{GJ`W01SpaTNW@MIom)qVDJGy(!{apzhScm_Cq5hF7 z8Zi7hT|WOVi~vk}&%i`sz`Q#P1DtcuHU&|5y0ustRD8-A4etQxoaGDu#jqtD`gH0}4iq{L`OMzzF)E%?d0cdb;cX z$qA6G0eM#Z01P1b4<6*lCIl4zPci`B&)M|n#smedw*J{%03rO-7>Ed9t97Ol0CskT z19n)TIcM>ph(Bk6$rvM(X6a9k+Sfc*}L;S-rU}=UpGqwPF zXw=zh0w`%B|5glz{96eWdYbRz??yx6XZHhup6EZ@Jp?eb`_UM+Kl%g$%gr-? z?_li$d{3NeHahlRfPxPNpZ>4y+)sZA3EJ# ZS4$UH4;O12LMX71!;yqsT=E(U{|5vzA;V{o8N6E?cBtVE^=l#w(zrLxus%Nh0>8_rt znX2jO(jfGxNOWW}MNx4&CVCE7GQWQf7B*Gs8XO~WR-H8d4J}@m3y*`4kx*F=mXMG^ z)n3ic(%9a_l#q$*KN6OoKM|IcII)+EBL2-Egfnq=nV=yHq!2U}L<=0FK^1%hH1UNL zDRsLZ9I8PKY6kb8%CAL+L{ZX0P-e!&R5JEN0Ne$%&h;PgK@S098`j^{Iiag zxH${m5J?^bmKaQj(LhhF0S3aB$OMJnkU_^ynTSn|nCQDmoCvO7@{iWh_|H6AVx`9S zM0kz=dmPOFe;hq||BK_FcF6x5h?3?aIKaWiMaaa$@;`7evHg>*{{uVYf82j#HbOSe z|N89z0~hOm^Bn&JC;NXq=l{UL@t^!>i-j1DrpS=DLx1zBtzz=iwFZ>*3yJ^&PYYURuvwCPVgj!nUh^a!5G~X zTdo)VYK%C6!L}5wu}l!_c4D20ub|-0yrQ-xmsD`gnlYbkhp9(v96w&5rzjhZk6p_k z)9lb>(NO7(mpM!Z%BAJKuBoI>WF^^;v&$2~U2fA6xJ_AbRMp95A|BJEQ70W=!oW0gRIvbx5#1G zl*wQa_Jh^wkY(E5XP-=cC*Rb3A)vE$GPqlk#Oy3Re5)ig4I~^LSHsk*_xV@GDu1Qe z@&6c~+@Md<$jnQ#2UXI4p{jW-*$Ri0B)awk0bW0IZt!mVN60R~J4Q9#Kzw{3 zRM1R$%6y}!njS@?sy5&#<9ovNk!0C~S|a=A^Yf4GwA7WYqs6BIYes&i{RKPk5!($1 zkIKuAk5=l>A&JYEF5Uuyhc9ozN>S5iSzgl~ImaCG*Vv2}v)>2^a`S6Ki)XZ38A-{0 zPA1e&l`|1Z_0O%n2YP>lPq_t

    z@3BgVP{EH_qyM-CfaGD*MGKADU!2T@%-CJWMTfej^FK^ZghqraV8c|2de@R`@ zumPca1B=1$D;YYFla_$c;5#dB39nd!M zOP;yP0x;illW*mn``tYASDc^xvlq~Mb^3<*2N?O-=4IUVcO&>iP|KRfxic=J zq%3gic=}ckWr8K%`F0%_D#4F?d;J*SO=2FS%QXKvnkLcAugyYjxVSii?_u+}KY*_h zgBdN4=W`NHr2sf8#FuWlS3I3=k7VI?xYI`QJx{)xpAAppudw^BKgUw=avMDjdQr${ zw;KLD6FnY$4Y!vYPrDy#Xvnqoup4!vn#l%y`|o6OIQR`7-^~*V(*Cf&6jBk$+vb*} zyY2*IFudOv?2_Hc%qo)&7PG>eHf6_7PYC_CQqMr>wt}0aqjVb^j>cehfMOU;blE>pAq103E*4eH ztDQ=FAZp?3k{&-g<6HcJ!kZKBtW9ntQynCeI0laeI@n`hCCk5(X;w^EMeJvM^mA=f%k~o( zdi-;ed&M?~!k$)qSc*x(G5aP5qm2vA&-H^WuO0iIr%!oGa^$wb4hXYqE?(PT8XrI( zJsk7F^+UMEU)B^D!u60c4S&fUaf}-~U~Ks%I*k9S&DwIA)&etu%NnO8_^S=OU<7gl zm`7r4<(PNzuOQAfS{eA7#O4;EZ|Txz!?UcStBq?Pp$%MqbH(zoBsXXM4xa~=EoTfy zqe=VlfaoRGHn8iNZ#1lx<+ofh{!{tjYzvaU_Is8Uqu*H3@}vQB4j$Awk+p#Cw@i=J zA?Zm>Mh#W(dlWn=1MpXPDf+l?nZx>qK*Mr1dxzU>5y^c_dtfr&)GTN%c72!t9)uig z*;r{Z|NaJ=I?=C6LXCFhUONlInkR>>I#AeyI0#SMoQPTiFM&PbW4mz}c1l?*Klssx zGh9U|xfIV;(5etKLUyF2j-?lEtq86)f0~lnBUkh_xVv3EX=pm+^o0n`Z_^eRfV7Bb z4D5WeSQ;^pQD`w5PA=n);5ux+@NkMsc91Eko*cuk&kKy=RD%8D-3_1iSfxX+?sw63 z>bCm5d)8C#)$dq1B3q?UT;JTPSs~1gI@-72}(G>HwL=0&xUaHuZP(6kmfi$+07tJ2}$Ls?5krQYAy&NQbD$H zi=`JzrAm;AkBkhVU{11+`lF3x6?#3TaLcrT-@$%!|B)k|(`xAS)4PmX6-Z4*^p0$4OY3W6YQt zbzcQdx$tm~)4GkliD$;r;ZzSYbSu9B&Bq^gF%Ps@ze>&8nL1E9*K*A9D5ZqeGIIwS zw`yZUh@YqHxFf?}3NOo~7tm7qYboYPd`T-`rNJSLW^aWv}G zfZKswR@pgOnvQ0X4y~PWk(I%UKf%C3A4xk^NU9=&CSU0Yd zRjOwE#!ZB|6+Bnv_FK)b9=4;q7tY3BW+Vin0Ot*TgT>cNwkD|sjrf)XE{-a>As zx8jTA61<{JH6oZiy7k6NgWC*!To8QyF`G`hP7eYh>z;z3#b&*BdyrIrPB4F$D~N$^ z)@OEMF&PWxb6P4(2Y^J*{bUtzG-5{pa00({xea6^SM<3`fY~ zO@IK&l+Sq@I5yBk#^YSG>4$>s!T_$@v35g{vX38%`(6@Mq&C>aiYbODR7vgPF#}3_ z4;#~_G%-LX$w&RMQ6dWplB7G^{Vl3IE8q5@?h&aTqmOR+c<T!90`cHJ65<-Slal+p1h@jjmhP>y!}& zH_TQQU7XF{F^Dsz{n&GdvT@nf7gE$a8WH^5-AT54J$gWl*N`st<3t12wOBPRMmJcf zM)@4U=mCcaCruz|D!3R~3DqEVJxeq9Ngoj<_u)(cm=4gYr6#@?bH`^V7<*paVZtc$ zI|yJ`8NR$r3|yvb6881=Xv3DM{M|`oQd*7*{jl-y=*9fSW+R5?vp%uCoutBYKWwS( zDD{qF5b`89q~JRPDP<58w{x!wTFQCTa-l>v=wN=~(O16(-SZ%wMicyq+WcB#jbd~V9@_<&I-e>0n_=(XTX#xL?b>M(BCU+W{ZvC+?(f!`A~)|>motUbr0B{204J!&Bu2yj2c z-D_?SM~jk?;Z=I%xIsz{H6%PZ`V=UktKd!{m0!%}B$(N4bHQ==`Dh$JGNP-ziXAN8 z$he2Z-&X|DX4t5@L{57bST7pgDYkh#$Lz_3QB_FtWj=OTEFvr?sG=*NgVK>3iF}Ft z0Rzq(s0$;b)h!o`l~K*ZzefAC&a;1w3gO-dc>sQ==L49hTQcR8yHs^eHT=>i{D(u+ zi+XU_AWpNuo-AP}e@Ikrcw>rd;|v)nU=3>=!f-+Bj*n)dw)C3$%j3C;>-Fe~i>X^Lq_i!8gb~=9s{3?kS zWPelJf5)w$=yL6$9QD!t(X1tEj&&a$@>IsqC25d)zxl!KiZx}rXCJg^)Jqx(l#?Lc z3!mi$jsUcOdXF{SnX%3?7jIkt@_;C%l_jWlz3T%Td!@{L)>=AzRu$x_oO(7IBPSiD-@?%);|aUI)wBvbu)%H= z{C*0Zyx5A&J+^4Lh|{D*azrXYk}-jr7q@cc;ueqjifmq4)&5F? zCtLpq+eO*lNh@?RcWYZ{#1)$57tPxT`72A$Lzta;5Ac>FfO9TgNB{s@Cl8huc{(*O zw@xn|WL0y~l|?l|*BMdnQ`1vZLbZs@?By&hBu-en8E7G(bq2oOQ!>&ssuy;F%9Qhh z-;1!5+GwN*C-&giJgCyvSt1vQH2;nx3ueG+TL=naTb2y8fhzd8HLV!gmu-SHDHePS zTPh|O`MI6Fw4~9r`dlnnt)JAh=aSrWZRhwTC;Wsk*&W2j3$bF3|B7Z& z{qYwYlv1_QNwUWNYD0JM_GEC#GnopD5HCr-3q!z1MhGwENZyA8*_z3nukFP%og8Su zHZsYtTs$MiI_)`OFEdl&>Y`?_WH9q7kvG z>SQ7Ep1%C6u) z_9C5PLcl3vF}nMcg#dmcNQ5!|Nre$Xs|)2U66()d{4xbFwr`j?(;f|6wHWX-G{KQ= znJ^a9IA9NIn0XbOvIS3R(yk6uw;x2ysG(O}tDHZT=IZ>B44i4YMB=CZY)_aukdTqa zn93|VMb5&ij}HTsLu_E`iuyIv_;B{x zip=M4ri(!C*2`TtoU+B#T1$nmm=9rROq(y5#obNk_(?z`xh^4uqMCLcUH5__;>ymw z<@2}ohV{gXb?x=voHvq+y+4)DT%>Ug+9Z^SU6MB{O)fCl1wmm-PA*8JiOKlUgD&L) z2r5hzQ@3?>_bGo@T=~s_;D@3UcYFIGUUbRSzb6Ar3cT!I+aOdI>+4&lMD}6)g@HR- zx>wi$gX}X4tzc*A@lH>b{EWyov4`gLG0UIxFYR*vS0tLH9H3eiuz#?xTpQ}%YF{Wn z7@k!CvOT5$NP&29E7)(6gKedv<(iTN*>xUH4%oTd=km_>HwjnP4T%osn7+p*v?r~v zN&@Kds1>L<#dH`CY|LMHK66aYPc1C#&wvlwD)pyd&nQv?ZjQkZYCVK}rE;V6?DHR~ zphkg54McTqVutY^ggw1yNAM3qT+(YX=P@dm;z<+u2Fr;HQ)>DrG2tx5I8n0k zWpGktYdXJ+RUKR}g{nMCx(S(!Og)}qgaXVw;EE6AU8P%zkuN+@vfN$7wvPqLGD^LY zm4Q`?IzGiYuj<~l4Q6oS$CzcJ-=2gTwNYZx8Jk!;q_vxhy*nnqoXW=9W0_4E*dVeOR*1;9c?cEqivGTT@=bKk&}G_ zi!Oc}aK7*c;kgQq6_3BJoNY-aiPVx@%wDOJ zhp{e$)3s!3nmnXNS{XEvOykJx*nobz4!?VsRneceoD_3GU$2-Knzd%rKn(Dgvc!=t ztFEN5X{2~nz;-EuibzhzEW_cRl^o(2BP}aVX>UJj}gGhR% zOK+-ds8HLoY2(w4Nz<9b%ab{=a0;IXQ6+N;=|7K-k)Q(AIu7#&D&QA+eRI=JT}jp> z*y}p3jG?a3B~%$1W>8CxJPODjB5g8XA02z~Zu`7$D(E>2KH$7i_Qpj^B4`wMU+(47Bk~BvXmCu6bkkU?3o%4^R1Oblvx1D!1|%(+@^eb(-A!&Cx|yRpuFi;R2j4`b(~$DSId z`KS^6*|eiT1XedGbFH+1zQo?JAtmI=1wM$pd;bDUu9kX0;gB>Z^Q{duMz&tAC zJjzX&-vSnjvFizwd2c^2>`y3Pk@18~=Wle#kaL*GxfvaA=EDFsO@Zabeu>!&3)eH{Q1M^L%NVuA@_WF7g=YVEkwIq=Fxp@V&HU?=|p* zS#Yj!+QL!YguwSJ(5gGy2IZ?i^VB*)GM-4SiBqF^%nL?}%Lq=iN7uSaAmkzx_=;W_ z*|iqF@_qJUj{-i?XHIwS{|zB9{EB46Ag9a1>q@WXEjdyR zQzXi{-WUDsj1nkKxbK$doH?Bi2skNCLfJo+{Sv^N#GQd9c>E}@O^}XTXWV-X>l(Mul71kB@7FIX1>T0acZx$jy8qi8SP@HWR zn{?w(JcKrdO-}ZX>}owa`P`RK@^c<1`jIq@n;65pM00e|paD*g$(W_3rKodK7V=X$ zdsiw}N;V8}BgI+P6P~T8nfy$lyNH7;awE!-qypd!w2!v^_)M%ezHh?o_6AoVg+h~I zPE0^kDUP$Aa-yMG;0rG!3+|j|Uc;+Y)_#)Nb=X`hk$F_MMoCJ{p8H!l5>%&TWyD#` znPp}zH4w{F@uSy&41_1WNP5-`k|m)7ksXg$- zUY@h=J>r?;(+GFrHf#PMX*Fr}zTh{trJkN`w(PqXXJslbjHMo*)fhpS%iaOcxb@bb zha;k>6K1}kJot*miLtaTp4O;S>r~nyiy0t9*1Qn!VG&ljfL1{=LS_SZJ-%J%m0p)e z@s6);9O>Y9fVPEDA&9@6*TR@HLB@4A!`J(DiAB#1q+3UnK!omc7O@^DK#T|-ep4w( z+SQYCkNIZHPB|=7Xe?TlGNUAjMQBh7g5Ab2J$c|v;W+#HVb2w-Cm_YfGx+9pv;*AZ zN>ip#kUhx7Rw?vWNr?`kVn2!QRSaUFq!|Pd=A&o;U0vmQVK$`<4(c_PctVlSiS@YV z&8i^jKWy8Da0XMX(3HQPaa0%;ZD-u!nyT-R{13TN-E+;U@p3VQ=)z(;iUYjvd0}|h+MDEmv*KHTOZXUh&CxS@JthpW#yj?k)y}yLp zh_(l8dJMUTk28DM`*R`r@0R|$>eEp~g1Ug(e1pLVpQW-AGRz5cclK^?^R;k0zj1nP zNXpX4DTRBAn4$EdJ_V$vZ2`(z@?i>6X`##c)w_xXz8hpYN0IN0H>&P6s<18)WMUGM ze0YQ5+iL6QaUELu#FdIMy|gOv6dV?+MC(OaWQLRa(u14he@rFs_h9GQu*d4!v`%j& zRT0%O^8eP?e11guP{z>6biihD_H=MGGXOSxaB)wEDa4~K+JD$mT>+c(-aHq|y8F^H z6_+wv?=szfd=Xe|u#0Jf2Be>J8(=)!)!G2%gIp`T9)YTJ0$%RooR=ZiO=?3N=BGE@ z!mAsq82kPW{nf$e;8`s?RU*30%KyK|y`_TG_ z&p?Oz8z1~7IrjG7 z6$?MgQ<}SUh8Wa%sMLsx9lD9RAM@7NksyZy^GkgNA`q!cw|o&`u96DxUi6RE&%B1S z51afTx~w?#QmD3`2fJL84D51GqQp8O?w?RQw(lBQoBp0TYI!%>Sf>bAZK2yRxFIvi zxTQCFM@}!Hm4J2qmew|N^5VCS%x3V~=-%SIeX~&(YzH4o7=t$*QTtz4Gg;Dpbb?9p zl!=h=)L1VKE+5RGn1z?iAq~;ySU{m2#&!{b;U%q-`##zp>i$7aBe$i99^cXQww2cc zDQI~-arxK+jYgs3hwGTMi^q~E_RDF>&O;|5 z;a=bHAxjr*toTPi9I!$uvyrelIAykl`pobl*5BhCc^p;ri^9heTP}H)XutKRY4N7k z9_^gkD1a9f?VcFpo=DTA({+aGB9+00Q#C-eFMYa@)ka&XIU1$4b|kAjo?|9b?XXtO zn$0bfZ7N5%gv!0=!oKHn5ktS3emGgNh}i*y=O{Lva}VzTe)bzSU(?EvgiP)!`P?ik%X^G}MmxwvWZhn&NEt~6AohTpSBuAvFS z)+kg00M1>SZ44c>cD7uo&RHj!+#!!4R4d6`i5~v2cY*;$271=~eNO;EM#$0M8}jve z;J_*IJe~9xP2ILln!glnmU#G91={RxfHWmr3U)R*IJ0NsT$~Ih6BrMyy&}Z1O+)Jz znDV(F?5@e$*S<-hkkBev7hRTBqS75`oUBWaKTY9JIAu5n_vjNp&e>jN-A1TbwD9;QmP2*q)=x9Iios-m0V+JsHA9cSdEP15$~|LOIb=p+U55wdoy=&eqBX{(%H7xRg%uK z|BO-RLFs*4E8vI(`5`g#Y9F_<#|Pjso*0i2kf4tpJzg3jHuKIH3gTd((>L`d!A)Ya zR27|<#a}`4r@lWp>r?a*b8=XJY20|^sR@AT?YD>##$4TycQus&w9+P5~IXND6e zf41mPqI;F@@66Hc+l-+Td8VIlE1$IzKm+Ay)Pya{cIU_FXY*SqRk3(+>Lj& z)(}_KH#ZqUlg}1jBH{wakjELWuRH;1CRy^JoN}*R% z=`9Zq9c6U|&FeZnrd~_&8WtO`uT#l=(}WGcy1z%zJ(=RD#6E|C3!$mP;^X4$;Mpqdym3#mPOgUMDN~~~ zBNIZg?MP~u&%L$-T|1e&Z&(qN>4c{x@9%}l3{321DpuOe_eq5hgCl$-bROGa^<(+= zS@ngVf`v}_^4(i`!W2VgjKo6$LwNabD9uaB?i<$ae zx=9x>PZS6>2r`Ql^rV7>y?_=>R^DSfYHPddiY*^QtO$S|m#U$BHVr9;H(A3d%4 zHP{pmMrXL7m4Agd{o1#{cjBV~r`vf=AkFF1OpR~TcZ%d0ROB@DYUbrS+CFf@fmr_5 zH-T>KFHMn*;o-2F5K+Do6VBm**Ju3KC=ufk_EHevAFlvl!Ianta+E&FYwq(}b+z*- z0Pj9IpnzqagsN7V@glmv=%nFBfz0F3;{MVe=k)tC7|V$>b_4=U&F{YXn({uHq<}T` zNR@c|zA=XZQ}$NM!Fk2y?&3!G?aQvs(0E%fc*G^hDsI&Jx8k{WaR%u^5)UMwp<^D; z!BilsCb1SMJ$2H|%Dp>K#KsdewfS}|a5fWXYn8{beRt?&S$R-NR$5XB-s$SJNWRpE zki7eq|7&RmYAtU|P#(>45wdWsFbFj} zpAy}}Llf~(ECLn8y$z3E_|Af7h0BoxMA;lus!mXO?^#RUGQwd#quI& zelt&IV{J~D7F9V$Rm+wBJ@h?O@+zT~)eH}?0&k^eLy3(UL6#8fVJhZx<#-*m4PuWR z>|6m&-e&kp*&G;UiQT&c>*1C9Fj)jB9_Ui13ZG=sq)iGHyaVXzUdD#-{{&gEh-(cX z*+<+Ue!Ms%iYJ53*6{jptKW8kzTUOh2sG? zK{-Xf<3HY4qU1D0v7sQ(5VPkUN38tWhc*a4#y~uYZkgDe*)%h zOhEXGEZGFs7YktO%!y0Dg>993;d}vv?Ez5s9RYAgVv@q0@1x2Jv0z`uP90%n9+l}s z-NJkXSc|{_k?q<##Z=S8Y`3_MTHB+z^Ef2O2=vnhxPf3>k#`rPuoAgra zdoGt39g2Yt4o16v9p+ScQh^PS*$iA|j2tz0WG@TL>0<@teQeNKbq z@@KRL>ek{)Q@)9bgViUISPDNiE}mFnEPUX4oXHwb^u2IA8lt2%?{}W)?%YNaW?#-I zQ(0phb(3&zV(L$Ms&V4O@~Lrk&Tmi?9Xj$?RX!a@QC0o=Mpe(a)t)l|0q^RZYwd~R zHhz%6Vy+Lx=Exwy4IU8SlV5#EJC%k8YMFOy_<4ir%A>7B{JmEzLQe-SqDrm0Doq`{ z4r)cdKnhJt-wcW?k>7b;R(7c(dloVDT;MmK-s)=UPWTh_kF77d%SG?*CZBVHJ^6ZO zdIlbE=XK#m|6Km;AfiYBrKMrwqM|50so6uGaO|Q|mGx7-Ztvp@L|^}z zV#f`tasEi%vv%n?b=kU#wf4cYlHq4Z3z@B8uE|;!O{Hfd&qj4EVGofiH8l-p97l$b zl~b$nRQZ8fmGwh;n{)4B!b~%0SEM16yEjLN%J>$hshLnoCoV1^@q2x#UcYeLD%&-j z9PA*SY&6tTZ@XApNmH}H?LsIpN?qn`gAOVW&h;2C?D9etAOMT)v#zVepCYv3nu=HL zPub74ixpg@2p=;>YzT}K3;kRw-!cn4HBVRzOWSf6Y@+eE6m`C@lFzoOmjSHskaPa@+k zRkip`dEhd+?R$-$AB*QP1jz^H)#~!s7b3fG=1e8S$K<3CBy1(0o)m#X@0q`fGm4?s zXp(2o7VPlp?)s=H{fo?M;ez^n>ZMDk7R~CPRIVL7Q!zlu^lQxJ$8ns-QH`)+lLgq_ z6s*$l`I6+GhO^k;^Zo1jjgv-ml!67VF!{ccma|Ej@jxE-t0;S!b7eQ2>>nN9I+v`x znGbRLM0IH@mTh2ehF8crO3;Gp0lUAokv|vE5>@sKg_W1f)bmFDr{0E)usAQwN*g-r zE4!l`|6TxRoXU1$7*eaNgY?WYBUAr=@s&~V#>8F21d8QZ)n5JTpYM}06#!aP;I&le z?8}S&;mi1Lf}qs%bX0M7aBPyeEq&_!!|qAS`*nXiHzz=&)n_m_=Jlfq55(9dfnVA!T(A4Jt>_MyRGv*4t;DB{Irw@Vcq`#1x@y zE}i*}(QK2!)X}Ev!JqU z#xI+Pkg3$DdaLsG%Qh9SQ46qlG7sjf52FUuhNMjSR?@|%Psbi z$K2jue>#R-=ky9T@X0rZTtBdN|D`QH8+q!Ax2wAJ#y+4cDGr>rbF$xMVSJvsxWo9U zOjE_Mp{L^I)kk?xB(O51qu9YpQogDo$KE!QCr&7c+rz6%GA%o8lsmweiyFpe>imE0 zGRT^XI21b+@H1!BjB^lDp+^A}G)E7i&w5!6OEzmD2O4v3sp_?FwK~zWQwEoh`LPS% zKJ{N)?Pru;i-X8(DawPY;vc8s3&1=X8bE~JX;FN45}l!=`$3Z#K#mGEQM!EpW`%2o z*{mABo4%%k(X5b=civZzgj+J|YU}zdmZ&%;cIYlIaT{2KP~1LV-4$`IZ1NBpzaVXM0`BGC@Ql6@^q%60XEx6~t6Gnqq;eIn zn+P9O(ak>nRf7OZ124A4SMH~GZMe)5akR4Adi7ZzES_n%vlth~oq0edXtY`|2d@Fx9fF|31O&3#c0q5Y^q5{+?A|e4B^h zQMTq-wDS{$9tdz@kbCQIIVQ`GScg~d3KpA}vSICke(r!)P#o)s+@pz*fTP9y{k${J zsmiJA<7ok)W)2H`rV3t(6k%;V@{8VJ3>5~9QlAJQ{%+_Gy;kYDKKx5T=A+>q7JMzE ziJDDr5$Gwzf)-(uBc@@P7jJ`#x7h*hd3Dyarw4Dq#9P7f9UNQkaF(#@6pQQz7QH42 z>!Km}6im*Wx?KWl8d`)+Z2q3J2UE{bCq=ca`G+i^Fycu<6p{iayT^``%u-~@R3Ja$ zyBZSgnbDu8=w7M4*2x-D z=@j%ZYCk{(BxF$V5>1YBH1UU@o*`OEK+kM5WVy1)aUMU33T#qVjtcn6ob#k9p5yF1 z;p+h8r)-gF*sEtSmE={gSykOp43hSrl>7#we5_=43Bx4~8@B2r$E?Nvo+h1I2Q#rJ z9fRZ-3eyv)Uih%(9(gM`E^}yF(&($c-Xh9oax0Iq zt+>Na3)Yv9SA#7c>WEcboP^G46GoVAhSR`Q#9Ayu8~)j?&8EMGPdC#~<6{KZ^~Y)t zz=hJw9mr*4B%X8a_5MNwveHe|7lZ0#N<=>)9UG5$d_lAtxploN*Xeh~wdf32wHDwd ztwQG)YrYeHoP*?$xU@}C>rzz#T{WV3K_OKW-U_|{3aYf@_j_3R*3j7v~QKvblz zP_VxXjsl1!6a%}XabdqsG_>C9SKuJpTF5Ki3b$S6?y@~c4ogGGOop1>cmZC3P($l&htV`Bi^cXvd%bE9X~H?zvRMvTy)^iCnd9(Tv-<=^|a8xM=} z_PD$unp-Z4Ke0$bXXeQ9^#Y-0I#4a|LYTR`^4@&{i!2+$&ZuUD5c_m3P zPda>DyP=)tz4e~r`Ba+ka1`KppZ(Mk4h`#~+)1Mc8Hu_-Bp}$D5)G3S-SovlQ1Gku zKZ9AdAQDmyG89KYSh0LTblu(OArgBLSm^s&-CdyLeS4flNqM?|)(HHUBS?AVYrVvH zsOfjUrIbspZR!V$#XIqB`Q*(Cb=yY*M@gA}-QEj89PEjdm|5xB@B#d;86LVxwNUP@ z-ksABYnE$H$bC`^4OV0<2ysM4Y6ZQcjC^`-mcIW8L*kVOD?ZtLlKGcZ@bQFtegAr%-IuQ!9T3%b~R<@S5=Mv z45&)-mNe$fvX0D4)&=|q?iU95`9KDcX0DB$PR`M_;5BS(hAc=!KMD|(N-V;H)-dJx zwa$(~I_9b=jB|W%N4Wh4bn!d$kc8s7c?BkgQ*!P^61cPZ#>IcN!6s4-r6#cDTS_ES5-2EZ`?zP}OTILP- zc;W9{CE`9ta_oUA3Qfii#oktifU4BRDxYnU-4B0Lc@Uz!?bbHzMdCY@5b?U& zzjZVQLufA(n_wXkT%|9YVW4wP2~52RdlVNFE49;X7kEy(_i3&5IX(_5xr5`BQ1bOH zE@tcjk)gVY4Fr7dL-qJ2dj2$B^)7>-jP!v+QBVeaKUkKLHv8Lm$f?SOw}e+*XxE0kO@G;y-tkCsOa zrm=m$GQOa^@=)ink|P66_Xtw!of78Ia?lSd`~dBUQcD&D@XO3wY@9f2cv;&s?1h7d zC)iwVmG+?)iXQXs!JmU_bl%(A<)k&;gXNLS*~Z;rVTtiv ztE~xA^?^Q_!r^cI93@fW(cJWh$!q=%sq}F*gZ@750(caGB+2(}1Sfd*IWJaMrmcwf zo#0V|WqqWhh;~`{NcS$&+hLl3dOH&E3JAY^*(WoH(MjVDr8`@X$cZ)PbV48s2X<}g zZ})^(p>F8BrTc^I$yu>l5d7tv!AAd>PSR0|09e#C&6?3U`QBRQ>!x6M9x$%yZ8o&@ z6td1Y_B%eOG2T_=Ecs@L;+^wVuVyhUio%i2CH*MF8uLmsQ{k|sOULLdSyC$F#?8!2 z{m_-PA91@=XsT{6sQaD&E~ecT<=6JrqWHu_c^eH#hG@k!iOxwd%9w-_8Q4k@6Fhzn z16uQN@c7^t5bB|!v-+QUb~C|$Q(T>le0|er@jRP)1UMv=%de*B_!3DWJUhfQ;BP`m zWkGgR$~Lm=$13Eieng2E%NLFj{jT8P&RTISfi?cS=B<1d0GrBe5UVT|Mue_xSVvZT zwdh<77h$4jIKyI&ydg8W+`$;du%k#=0dVIkFh)@S;rixNY8wQ-Y7>6Zkn(zE!mt(2 zm2+`Xtm|vm4JjvFyP7o=4sV_2>9`~4<@8!v>3^0#Qf|G=pVe{`qzrLSyxugaZlZV}83n1BDJa3E6>;}yb3 zXqvby7vU?d(rwBk{%4`!T+L~KaWAFeiL8*oD`k_;bSC1b?90hI$m(n#r`)*(xPw6x z9emP@!sQNw%QG%!j#8^8;VH_?2k>BRUcW8sgHuxsct6l4eM!xGl|P{ZV@T)I9Nuax zvoxatXTAt)^xeaNc&d!BXbAjLKW#GkmB;Atvo0BT)A7f^2=}be^X)T*#4cq1!0M)X z96LYf>kx&yYkA~Z#sqiqY>Fm|arw4K!6Yb>Om zs8AyYX}yBdzO2S3Q8>B4x50L#dLl&{z49@102dk_hl816tB8ZFz%sVkhdsVSkw<_G z^~?ETimXtAPLp4#1l$!1_`SYuNn;aWHIHwAhk=)gc?;d;M28SJKep2IrGB){Ql`0A z8z`|)NSpM?$9Z6cAFX#jDpnmV5e$XDv}0W*UKp$!8ZtZkxsO|4ryIIleM9I)@^QSc z1l8Tl^ZJ>O#C^@v-Yav}#p-UY|`M9rfO&Tf}Oyhp0S-efshG$DHabCn_vduGRlO&N|0Mb1lbpA!P;CVJO&c< z`Ic!NkJ7?$*!MeQfJ7#UBya>%RD&_2rQpW(7%^$Z<)ht9(G{~TE!}36WkLUKH&+ml zf*PZ2`$WJnCO23BV&z`h#U5;-{WG`7IAp)5;Oiow|wTKO- zEyrbFzOP+?D7CluXlp6>X)hb(2p`U=Ado6pj?coHJpdb?d&5hZuc5d!B(xU9;Oa1eqry{nY(@`$|D$VX##Qvc zK@bnm4jzXdW@IM$<9Q+*-da~`@)()jr)q@APJfqI22+nq7loRxk-{`1p?wmNO3^%% zv)Cj?_eouuNTrS6wdu?aX~>7-CzYq{QGLBFE~s`p6d9PC2CEya4D_4LdsJ7aot*zx zwCfH*5aF7pB<;xVI`;c3WnS@r`(`Zu}Oj`d><~U0Ltb%NKTpXyP(opyAD4tL=F5} zAsbMR9KP>ECXBEvqpx}$hNUv?Gf0S9h+K%6su(`NvI{N|sa`)99Ey&{Bb|b;$x<;5 z9-D{~-In`96T=Y4i;Ht$Py~hdfOoMIp|{$rw(?&I+j|4sx1yz5z8M^;!LGIZTK*F5 z4W0RuKd!XyPbTc}$z(7o53thuZRCaB27uUAVz_;b1lKRR-zoMndX4g_0Rd_kb)9>Y zcCBH6?{x4HLHFQU16&4XLcK!~zV$2jqU%E<^{3LsY-){Oapo(}eO-`e`Zf<*(S)Jg zQOE<%N@-BnOdGdU+D zyLZ))@U>jXS&KCmjsJ(Ow+gBw>e_XK6Wrb1-Q8V+I|O%vJ2V>HWhF>(cXto&?he7- z{qX(YzxTzdeX*)WjnUm>cJ=I9RkPpuK9ou1Ss66rV)rO6;Jc(i9pOD$A0O;`%9)!_ zlecb-mL8e>BDNGZLx7v#`Y~>h!Akm!q-~q(ePrDCBExu*bZ5(@`{)sdMc=Vh;`YT( zOW_PMEouVXhsQZw(}H+w!!E(03M=K(1oW%@?q*9+uhsSCT}zh??ZaJxk@*g?Va_6D zwb|^7WH{lwTY?_2So}kj?CGE0>ZHu%AAMeVs!si7`h+o0ul;08OTsRS(7bVKVaZa~ zJ;_R;Jbo<0kHNcejv_#ih>xy(ux|H0?$xEDLWj1T6LziR{H(sk+ICSiySl<|zm~IU zahF-^J_~b#-}`W?<^AsQay+8V&uYs-JFuVUqJ1xB?r#K@A9%wm(n6;ii?Qctn+^0MT31cYgINmdGS2+TM(V%ADovH zA7Apdoy+GM0|yi@1`WuY_9h6V+n(hUMkJ&Jnwu)=t@G@vwcH>!n*SE4lwM>YXz9?a z;E9Q~z_1ErsibK}H(Ni`Pv&X*Jouit{y94Qq;AD|U(29J*NH|t#eGtNMle)+}n(TUK!)ojU;WIb1yX#uMvsQjPI{0A1App8?bu|OT=8? z_sdg`ZUkKEGVfE1uDd&N$qQa{HwGzzPEyQDrx#eoj}M5ZIsT6%Cq|5sjn{~;|GHwiA64*maOGm*qHiIK!Nf%9oFfs+)KoA_xmL6j$*q*sUu!Ntj) z#7ZZW)Ru<~Wb!zDA*HY?nS;Vs;izMZ7?sGCO&-ntA>7!dh7%JGdG>?&r7Pn$C1Ai_jyCe*Vs$w^@a8Vbo16uG4ir znOJQvNhi4K;)h85AY?IFGD?r|GiS?8Mykff{ir=18{F6$}LsFL`&u|+ik z=0UN+>OpjkB^^F2P1t89hI)NoaUMR&8@|1cLPNtKHfZO=`NH65UwR))>s#w`!^k%c z#Y}a&k1?ayMdMTCV-7fewUpJGn>nq@s&o%GZ;Y48e-_8B$k-Begjxn_{gYlSAIVk-H0%E;8oX~SZv4H zi14aVGWA2J{)ze~WU|gTI64s>iGct+iDAY=@cJ(XQps}rj57D2SY z#*5jQ2V3liw=iUK%}~hD^LU>>KA0T7{sdHj@e;Q_--^|Wl^#VG&0%;;zIY6Q2BHU) z%`p1;hY5wiGa@sb%^oZ$D_U(!U|x-nHYP*XBhDn-9WReoeL!J6#2{@crR97?73=J3 zgX4U}IO2SC1|{Py&&2x`k6=F$*X!Tmoa;(1Lw{BZQBHrZg3E;5;N^Ff)LsXb)L}+o zujI->l3KU?kV15n-)d+qS9iB3u^kKA3&uQdk2AB8hpierQGgcnakiHFU8WNSsK&nj zxz*8~71)6Sm}zb?=Sf4oBRIgnQmWE+v6duP4sEc-etD`0Ge)u4IJl)P>U@}`jcw<# z>D4d6f8gbBYlJV_F(POkd?K8hJ!XasaSy-$oZ;x;?EhnS0>#S0%E|=_JO{@Ck&Hkh z0PEgfBFXd5AG{Yg4mT4*2xHZV(L5w%ECB&DBjJ%de^PfkbGCzYZOjd;yx$VxY1}wb z>gc`NEY?)3aJQYOztDp!f6tiw_NwbAyIJk0B#iAk@Pip^UB9?^xVRW)VLw=(@S3Re z{bLVH8FDx*2mY6Tx2Atui;fcF53d630g%~nxxMpsZ7qt&p~t04K;Xv_LlF-{6v~pA z3@Ad9y$DmzvRsRXDq^DTruBTY5Ti@=4WPemv_$$+%mjF@3Adu1YeV~2^*^*=H z%KWa`a|Infw9J=)G(vgH>GsvSpPgKn{XJxmN7$gwa(|{^ zZ<=hC`d{rb9=p+_j^j{fP+^;EG(g6a!8^hqKTvtkBGomSPJn4j?YztfRBcvrqGoMq zo7lkaBMI-%TNV?za?$i*#Eg=kC*$M2FR|Npdc&HnX&gzC0y%ISUb0sI&>R=unjypr zlkCOnswMYf{JG&5FX2cNOfs!NCXU#2o9;7x9HID16FWDfL%}SlM1jgyUjgDiVI(aX zUg__2zr~f{$8$52PD8k2SR#CtodFE!T#$zO z&_)rx(8b+PoDNeQmE6k%<3MhK%o*a|Kk!3kHm4YwZ93YVmjnkgM(U^#3$fEZL|F{a zEt(@N`{hxuYxsv}BARf2%MAXS)heVsM%7zGHs>lQYuEMlHgfn!N8>d^QWIv+y^eP3 ze=|UqfU30CZ4Aq`!$gsVF)>+q# zTRmpli2zVTUb@UM6OR_+;v%me5hgU8AK;UZ+3IgS*)|t75@fXNd#qDsD%9xeTIBQM zBvRcfn>2W1=7z)40F3D=;WX^v7uSaRMvf;vRkaEo9opudeNDhNYQJ>9lyfxAe6)6@ zw!Ks4M>6-y$-R3i)qH(gnP%x7zgQ{Z{KWCpG0Q9k-mEM_V_1HHg;}AcuIY@TCmC0V zj}&v-pM1llnU|^hIh3#{=erK0$D5>^#?wL=q+4(MeIw;{;Av6ud9H9+ntF^+{hN2W zhaCs#eyI01{3KB{@k*nO<#sZ+2Z2qvuZ^|TLu+%hN}eiriBEwm66veWT3Jf;B~(Nr zQ8*@@;$17WEUF~gD#JmVuBsC|NKbDfQ}to{&Wqu%7~_H!nqpps;ZA`yR@J<;Z+%w3 zC84a;OhRe`pt(v>ib`M?Q&R{96aG)@!JF+PWd#BzF}D2tLmQew@%VYVq_OUGPMOGP zx};7D*;-=5C;rd3#8Y_oWV|?C8SBI8c(&@~qvISph9L_Q6T@Ex4YV35)QRTC6K3}-3!}KKsr^2_vIA5TGQ>goJ_W0F`(5DeJ*hO5^PJw=yzW3$sVP|!!i>N z*7h}gwYBXSO{;>9rkk4fo4${Mym94p6=m|v4Tn|CE)Djl7x zmX4=u2{yP_RDWbs#~PR!VNaNIf83F`iGrpqfx{$MarM>qVCGKG%O6$e8)eII-j zWYE&l6pPrBG2bb^4CsS z^j2&B=pZBuWxp~-Cs3wisgUsdoE_(ldVd@#}%{b#@LSbW_^>Q z{oI8m8$bR{zPw(vQp2nR$= z-k7pWRhzalS#yNmjXovi`8wWNx}{E_UZ7l{T_9JWb`4XUT162|{K!x4sm>j`97y!3 znLX{X#X6On#9y}6TG)Cm2N^m~4&m~lS0dp#{xq=j$63+t5WS_TOJEC*jN(gg5nc*<;h7eBCA9FK_vr#3C|D`SQkqwbilL|T zc|NK|R2J^o9vR2qG;DE#VEXfs4Ll_&rwQ|P#dJ)*4>Q%&aiEGrVJoWcZ$zI&HaigL z?A+iYX2@QII}h_IsS;GuXgTDMmK++W__ELzNPGEMU#eLCPGP>8(<^J0pnEQMjEIKC zR(wjdy5Pu$C;K|%i7S~HgpH2aeS-fl@sV2bg4miuJH!JE=q~n3n`!93w4|x`yZVNE5Y%gZaM( zO3H!)N=n;pgvE=ZRK&bNRSra(g5RdU--Bqv@$8^Z z?_5Qp8E#3&kzBS&WWR{+1)>GYW3{81q=?sb&AI!-ZOUV{yfOL;1C>c(g{0sGPLi%8 zxLkXD_|An=GR>LUKgqy|FtXc&6JQ{GYbYR#RZCY%e$J6m;UA^vn2X*Gl*(+8F|?v2 z>`5;%oV{A9_T!-(n`06&R%qGl;7PTv`iVP+Es9hpgEOTvUjj~M9zD}L%Q5IngzkT& zj9#`Z2tUSF615oCfW507{EOQmZwNwZEW}*sW790c)vN0b`=NBzJw>9#a`OI8*a+uC zS_)RJoq$siRDxVaigH5v-!g5E-9?nIh{7jA2z#gy54_LoNDNZTkrHbB*u2f6_qE+YInhYwv!>Rk;idQRqM#^^hFlSywga@Fg;+dXTC z488xui~RxKR#A}(*NfxEdvO+D2JbL7-6EQJ(lvoKN{cSh&*Ksr1WIv?uLqNzYdez; z)5%-4M!^tGKx9vNn?qzkTrwaN^>$;;+9r{AeEeAQzIW|BwEt|Na(7NqX}Vps%Lmm7 z>nKx8!T;^a*{KJ5EerwYdLP{>Aa}*Z=gUvSD@%K|20J5Uoqan;=-YUh?(bd<7(?vF zvF(t5k}=IpSv0=po->ow*z-260O5M;_YA^*ppV%|0PoW3Y8WTqly+oEM9z2JEMG)y zeehSnF;DD2y3*=|)HiQYYST-G?(Esi_r;c)xyZaw0R9dfz}#7*TgN^;{x?_Ff z(N?v&J+_G#h=nj9n^IiX?@f2V4P4T~n6ULGbgQp=g~u6) z4{C8Q(@9Of;;uxJaryGKhHo>Z)v$@u7*Lm1KKU8h{$NGa-jUH$2gl}M*wim7t+f=6 z;M+bC!}*{cPVHCF8|b1Wf0sMwX*0(gFrq4=vqH}6KFJg#I0L^DEAJHffNWCt)UVRI z`B7(=dZz#DRO%1)5Ro6>0}8hi)70c1mJ^nS^{gw#hv{Wj>=RA_&#UPI$nf>oTLL4m zvYv|l=Kjoz^PASxdup(F$`R{c51L|JkWA2|EIlKn#;}Eo8NzLdx+yZf)6vW+P%KwM zXt7ZG&pSLCEbPFk=(@*U2y8qg70|nXZA7%ASqIXcPtP-dD8mlh7jc7ZHIV1Y$w+jUUb!>O)x8Kv8q&mY2kLNS;&3tLa| z6L~Je7UxOLZzc{&AD*kO=gN2hVS!a0?JxWgvfiJeol^Iq>OohWeM0gDm12q!s)!Vl zw?9jKK6nY6y?2{bb43UOXjMk43DH?9ZSr|JoO@%9gKY;0Y;E{7FP;6peFZAA;g5WE zF^PfJrnrv54fBuh7f;@{PbP>jsHx#x5-&7aI%`sY*l{Vrxe|CV=fm;==rz2=odPm! zyCz-}la|}_Mg?uvT5mU5xBY+PDY<8CCwKFp@&hd`>)iuvYc=?ZD3VD(Sv3}*X)ckF zAV#8DxX25Bj9JA@>(xK4SIL$`K>}}w&njLWkD?S5k<@gQ01fcJ+H&NF7SqOKBpJ(J zOiV|tJkQHSSlJpcV>1Iar>Q><^^Eijf0X!Yy4f{bSYCCa)Fd9z4ePcfex!>*8AL)d zC0b0~mX*jB$eY%3%P5ksYz}VKG{UsR*vC0bzsA9jb23yFo<*hIw`-15v;KT?6I#Ap zecIdK9HS2YV1A+yb_1mh23iEkll=zxg6Yb>3^b7p6m6`A z9mmFr|G4KGzviA{xaT_Gorp}s^Vi5Wtd20)@y{QYAW_O9dRK4{@6M~1XsC5A4L<5Y zL6`XP7-yd;nxtH(;VRjU-Ci=_ghPJ_QByvf9n4l&$)%}WX}R(#zBN5OFTYq-b0=M zW_-_QZ`RQB;Fg^3Azoq$@%g=jb&qq+sJVYBi?r1yZg)Ch<^8#Y&iw1rjxY(Y*>?lS zsj*}h49+(Vhe5vfjlF6y6i<>NlEl!z)VOfI&?KfnLvR+z|I=;C%&9sY4F0)?&AKpv zXts~Ky24cxYqc%>Y&^GaX@P;y`BN8aWM`G(pIDJ2udMXL?w3;{lew*uO}lQd{~onX zy`+gCNm?_5ri&*fq%GACH=RtZ;NLve zVH+lea-%Q=Jb%)IdiPeje>|@`RMPtu&D2`h&Zlu|=q-l0xKjE>R_4%8*D;wN=*(w7 zi#5yMSmV4zcJv%CX>nk9c?O;ZYnoYFvWY>*bBhzx#F@~ARPv;`j8y5*;K7WnWt za~-^~=~`Q)0)cyAW92z1?1~)e8A>jd?v$8yPN(qyJ;Z`S_;uHk;1;`mLq; zbvn`(n=2)5-SgxrCTAPJX`PN3JzQgnMko@{pPl3|`YZTW&aD;7{gX?=W`!5!u6}ZI zId%UU*w50q?L3X#0J-tbXh7n(7Ur9+wT8?KkL_x8@&?j*Z+!t}m(o~h*`G+q z<^9Gv4w?F6Dh>K@6)&Lu^f|f1X1SJ>Po3US&-0N4`y-)BtE!H2by=`t=%Zcno48os zhRRA}4?&x>eSE_8yGn-U>TxV?K`7pyZbB+45FLpKhfQHTMUFTAY^15gR8*Q&RElPG z& z2*QZbd0qmGM%m1*V$SDo*`1-6s4p|>IGw${cfV8w?%~)>cRY};ljSjLLi31CosV80 z(8vrn*v?H4@nCCPQ^}kMU*@G~&3kt|FI{{PWs@x&)@P%*85XPk#Xvba+-gRtlO^tK zg#?1&^^J`u|0l!i9Lpp?LxFtC!vY@>cUsr-@0W4^huy3AW>4rT>!8pgx74hdWDT zJ!FMj8^IM`s)f+*U|2^ANER`@W>FnSvtrKMAO)I8O!?jW1397otPFXBL#R4}Ka=ff z7}u+7>Roq{7pp!l#ck<5I9>LJ#)$gDoL8r|i7ly@eCFiYzY%xLpMGtG3qGL+4t1Y> zT7xR*U**A;yO|~RP$O0?`@&(_{gxOzBXyXMdIw9s0;NBraCm*(^jQ>(UR6IFa0=is zHq4}TcJW;Ym0HPJ7Rh-QsgkWTCY21Qrfs&Nz9Q)3D3k56FjSR!mhH!$1>YYVC}i7s z{Cdy4TkU_I?R%wK=#nCwo9g2ME@JL|^?NcFkxGTJ7vylbMp$#azDDeD2l`(*Rp;WePJczd$^Q@TT-D*vS!py zQzaVUm@PqhZju>-S`*gdoM49h>l zx~zpgx%mE8`E!X9tb?=&z~uR0wKeP?~?ql4{!LkQi-QrC@4GIMDF0%XsV&>V`Ucd8%tt zx$U3B0`Oq^n25!xoD@r5ku#c9)pnaeg#)*rP@AodN3q0aAZJVHm~b|p2z5AizjpCq}y+v4$6$@{)l(-2u6Kzjm zqKx9npFgDeW+wgNz@7!3D;Xw*OXRdHT6R*hs`bgJRHGof_d^f#L;r1y*prqd)n`6R#Grnc zKAy>jQ-+9R;OP6Nw>@;Mu7qF0((nUy2#v{{ATQTjZ1SU zL%>F$;e54M^aMup(;adn{6+z1!FK-WRam*)clC&cKRWFlE2mxSN{zLu@*a_ePeF=d zm&RMk((yYZFnC;@GtW1MmFus=D3vsQ%JMt9C6$Dn^=Kqts;q=`$c7cahM8vBOs~^g zB!1;_Hc=@`lXZBc_HEEi*ECs^^3Zs;6taDv6`oqpT(6jP4#zf<^P&3R=ceD?=tx~k z6iTEg^e+(#oYqRgSF#Y6u5!A-WPEyCTgRAe;SR_)L@t*^+w$_3cBkN0XwVz>g2m=+ zgq&nuXJvzVy^ns?C^wJ)MAz|Z;dHTByv3hNIziNX{kbEX(@|UJ6RMN}!~H60)cJe1 z%yQDu4~T`bdP2FE! zfAIV}q2&kXM21-qa77yHtHFZJ*g}CyCaaQT!GB^9@-)oU_BIpH!i)OahnL8g(G?YTX`3M=r>jc z=Me)Er9-m2AVc56cuMn;U{WJI>e!@zy>|YMJbJot%CPeN1*##sRf=^s`^a=Urn<*R z*jaUf7%o>wC&!X)0Ip!)K-0ccOPMy(c?ZgaVRS29;_psRePn|Q@^8W29Z^f$1IOXT zzyb+gJgrTC!Xz~W#rTDd$|^v^e;PF#$wQ@XOcy+M1AegG96N&$Ln|N#Gu2LhI(<=t z^g`0^T!iN*P1*t5zh)ENTi%eLwp)^x$8D{We(bzfA3xi$zNgu>WLSq2{fH_3KDwxP zGVQ5jKL{6Qkn{v zFhM=|xW!S$hsNWzjW5x5oQ1VeiBmpuOVeU5D$?H&C{!AVEa&B1b~;oEJ!~IeRj7qG zxb2psxs_**@zs5E&N|>H?aF=Ad}cepQ`6_l8~vJVRI++MeH#yJcCyz3J}&1<-G&|* zn?X2x=8#_9*ve!AR;UwGERG>%chmY&ca)|D9YNG71T{1S8v3zHSclR1dESJAc!&L^ zf!|L`kepXD)5tOL)otu4f{PuCc^|rwS=DP%agNX&nt)-_V+H21)q3Y%et2SkpA~9# z;mT@h7e&Q!*0i~U;Sp3|l>6U3e@deF{)Ji`)A`GMSN~M$9a`X~qEU)OCA{(+4qw~8 zA;PEK;5>=0e8hK*cAZhG3$vun><*_tIvy^lZfPo;)l_}f)p9)8m%3a9N>h9Da^vzR zZ(4D%VkonYScV8<8@NjX|5Ca&SkxhtlqD2`@;j%v+7Koeg$sg|f? ziYNu5_j0zDtMitYn0Ew47Muuu;}So^&1O6CJ5G|~i{Ih7VM_jsO z;|gzT_%O7JXJ(q)f{U9Ctl*%L(E0~Q%Py{S;0`+Qpz*=_0g zIfe0<6JPLTLvr|L-a$V!@fNMs(PET}_5C$X!$sq?5=~{D)ohHwhuVp0g=EG^CrL4rNj*7f~wFE{mT7 z!KcAE1+}YKtF2eu06GzMPNlK8_=c#o&PA(X>INv*HR z#-@;f-+iybpM6)jP!EKND@A_<-Vl)a$H`k;h(Bf@IN2@d9Z}3$E}7=Rc+d%It)gar zfi~U?=pcf*OneTN^oz5rTp>rFc%P(N>HJ8(~n+Y5q%g_wt%-X zU=Ml*0xfh0u`+V6IAXI_?iKY2{gU<_gL$aa<+J8plVXGLv~!GuCCL1!0xNfGFcdtM z_U1#X_SFzcSfoFv`7ylasZbrh56ZZH(DMNG$+C{Wzo`l5zf zk3e)zZN^3w*$8*XH^1Eg zO_z1Kl>G;AN9DV-@X8aO2Y;8zLtX#I!Vr5K?+FXFI{!ME{MonDD~p_!GkF6~9Y+ha zyChS=$zHv@>^a{`sN477geh$LQ8)J*D$4v@hEPG&YkC*Qp0eKC-D|aenas>Endnr? zHM?WrU5$4v+kKgM=AxS$)$zn>UV6_^|6Kpe=%{)IX-C`r$`DFy@njqFFZ~`veea# z>?jaVAR}75W2jrOAkh^~Va#FdBxmS#z-zsYY1F+nmEP5CeoV|uCqB*X-8XWbSZQbu>C-b{H%J82UMSNY6ior{ z9z0)DyiRUqYRHegf~&+Y?zfA>0=@L_p1rwm%bo7k71n_r{VljZTb%yHWm+9pX{{^>Q z6ZQpe`v=vMZLlDMJG&8n`^Xk1G|(W57!30G9RgA_27NVLvBoq!2IsH11Yx6xb}@uu zqi;_lxU&GBfueW!-*Q?}8b5}~?2to+b+){q8d*J&u)Sh?G|AQNWzkA;>|}%F^t)=o z>HY{(sIz!txt%PFU!KbO-^>yj-%u=__N8&WCiJj-zK)T4u0ZS$MPGMTqk6PWBjMkE z`$;_lmxJ+J^EmKMQ+x0`V=yPeAG#ViWmcM+UVs(Q9^XP<(BDSRGsX-~QSOf1WX9HH zd3@VuhB+!VjUe&{ma>xDe=C`Vtj)9c5QNG$=f>g$fOi%kWEB zSNj{-O;j7~jkLHE_OHS34s>J2Ec}>}4t;%L-#=F)5#Vsgex0LPu>4YD=ykgD}A2Nh6@{NrOpb#*)@U1C7iOmVh9& zWXuz6d8Fh7dsP z&8cKn#b5Mgb0>#4T(WpVv5Bjv*Zk-44K6zSYfl_ zL@9z{_v|5q9h2oeX+l_G&9}_9x^W4-P|z}HLiWU}*U2EMgVw=CJ&ocC?H=1>0x>-t z#-ZRVzt;p&cJtQ_ll&V0j&wO;rVg2;0;T}Aft%nV1rHgIt4Ak?pr7ztDK zNxqXrNm^45|ARIA4?zw0zeF+k>0B@{4$yS%C#tP)rUESKe(FE^*-3B?mZaDD|F%R=$$MJt|EeZDhKa95jD0PvOG%kpe%ol7vZ;B|7 zDXH}mC#mQfv+m%s3oMEJ1FNq6S`+@W_Ma{gmqbb5-)p{dvi$FOLD6_%Bz1fr`uLza zPB6@-GCVL?d=TbeFf7n8Cs-92N0S#9SVjy;e*g@-iQz983pi*(8yp+tG5}Ty#??eN z2v(i|!qEfAZraxdX9ovKor7b6nDoG_z<8QA^uVnWK^d3eSWWup;3D9lCo2dnQ0*mn zB{&yLlgSl$ss~8Y76PjY$r^$O97OI9feF&Hg{T5!Yl63fz(E6r0T7r?rHK&AV4#%5 z&teAfS>$L^2!N1913e}E-{SfEXAvnGqWW`0UC9v4Heg);0pT@4d_Zu5gYkl{5Fyz? zc3_Y>pmlIaPLLQlWCo}T0+IuS1_7A~ih}%%b|D~(K|xTTQ5Pg+AIJ;(GirqTj0|8t zqY7xqYLF=GXOsZ*8GTMBL6AQzWD;oiE2IEO@hfC1s21)sM*;_#01ASK6arnqK_-J# z5k7O>@Q{fhV#LoV4goSAborl19}&_6mW!8*iT#tE2O>d*!~pdmedZaEAU$C@IM|qY zSb2H>n@>RgyxIrSXD?Hf&m$(0KhNZ3<6+|DV(0pwBfxn6Gadm@77C;nEE^{q69+ph z2Z$IIk{65{l#mX|NyWwUKM(s8TBvI7^25#9)ZB&S6W{lr3HzB7b#VCM>O!IiYD0ze zgD2tn-#1D~2*d;iiIXG*1KXsJ23bz{zgGiwibG<8ae~&;AqhcO;*eNPVJwhf=>MlW zuKj$$2$W(Ai3!Qc#>@79wY!Lbflm@alhenCP`_&O zQ~VI=lqWTuLCr{IB%M>Fq^_*ofw~EudcK65#LN%9to5#e(+P0)7~HXq<-#%s%!{E+ z>+ET(+ug-4n#36IK=~E9uHfHaJKOtPIOjb#Fd zhz#3XpL?R{{mAA4Dg;uUBqSk(5ejr9=FZON)1C%ZIH312Jsc4JM;!MU#w6@NA#A8H zDO4_-BK*F9zCHMAIz-%+^303c!OaQ6N3yKdIT7~q%=YwT5nSBwLmn*@&J-F}cpdEv zUUc8FDt*ycCr#6iuRv!Pe@sw@B-(^37{oVj1j;+?-AQKVg^4_=*X*q1Y zAOqf>SHttjM*4m}8KQnN)+CDWDCd?VwQ2%em7Bu0C;SZfId%5|;WD#yP!#Er-)h|C$=6y%dZ6b!5) z(&b6g<%I!T<}=)cKwiHS2e=i|&v^IzJW94;3^X;fZ`KOR5UHfol8G`^r4X$O{wbS{EJnB2cI-j4z8ycQuct*sa-8~uPbjHo&L+lwLN zFIug(5+0TL>DenSb5SID`4@lca^}L7Z?xsYR?&7-UDhZ)ect90X%A*-rZ7dh0%uvA zGQHpJg7aHg8r*^li^V_Erj^VS>!l%)cE19eSbAmY$+8j?l~v|=%E3;EX*bbAWe60# zi&iOI7o~o_Xrijns+VHN8R;EOMOFr|e`iC4AQex!naIj}jB-{cff_vymrsq_i zqYI6ZvPYArQ5_n6|BRO2P6s7)FE$<^AxT)fcAr9Dc&1PpnwSum1LIniqxhH(7mg=4 z&d?5$cf zKjx+F!E+^HWJpJ6FgfHqrxfa13>V?f$WaSCYE!q1eCD z7j*hPYrCf*;n!Pr%C?AfqRccx8dst5!>&=uj1EHq89@jpIWbvQR6ah zz4GZLc=0&f-7H>`xXTeRZw#uZ(Vu1fs<1Av^L+izksn2*%p%hx)Ul$R9>#nMk+FyU zt0btLXjV%o5bv^N)(QZgZ1k9}>HAli@JRO%y?^R#cv9XJS8wg4R6`UhduOepee2Y6P z+iC+iuF){X4HW5^4p-(;cG-tkfuwTAu^&}ZNm}m*U}0z`PMK%+FHSqz=-&v*8&D1T z80|TyX!@_5S-UqI9r1g?1xU9&$&>A6)~{k@@kB^KT5) zzd+e@RBmz`U<1En)Xr(3;F>8pDn%7$%Q5*aBRj>}*8Nb< z1WgL+*^P3at#+k|{>wT{)rxwjXlOaA-`O-KI5yb26=@Aep;DKxK~AK2aH;LPpF!IDfmG#xYb1 zs!O>}Y)?_gDbB>$tEW=8Nxa5HVhsPZvsuI?fdxEeYpg$)PSqkmQwp|(U1z6*+d6y& zq+_Czlqwr;pRF-bpK-Lm+Kga{r%(U!9J%!|d}EP()aQha{n2HJEMkCL!(HEH;ux_? zOq3)Eyuo|I5)#dIvuKE1;_{@HNG&}Yz8&NCpC4Jhoz?I-RZ$71uuBnXr27vn{Uy07 zt0DSZ(&A)JCbFQbWGZ#+PYa zQq)GTOmpr&V(I3YVSYqytS^_1Oc#QIE#PZA06(X-(K8P1smiH=V6IxfCdpJQAXvjt zY-^Nqc>Dg=YO0}ec0Qq34lgs`Rce2^nPojPma33+7D+`ULs``d>4m1S?92-C7y)bf zjbR~KlA9R(xPeYgO#<>b)@|#!AZQSpbPQaDH&eVLlrYg}R7ejXoFQQPy{r*Ae+c>t zFy`U~9!UudU=YP#UptWzL?Jvu1)f10hBc3)Kq%T`*g{B>SmeSuQaG+NERvweFW4j; z^5b%RsSf`>7O{Rv;(`7PwmV(s&d7jFvOU>OB4CA4HAFsKK)`@u+AM63_WT>+mqQXT z=WS-<;t8KGys{UD6kdbGhfGEkfANvffO`MM`W;3Iuay(GJ1;H|XjHfGCm|B%)svRC zvo#U0vQ$rgEfl_&N?S{aTrshD#0Z(wQm@C_#kb^iIk*cQp1_i?Js$#@Pod`lRWik8 z>weY*WQ?|ay`8brcT4%j*pY$iwd8yyM(x~Bk8GEA9qX}X#}6A>QJ>#zN>2oGfi7C3 zwppT80VO>jX*m5wb4)(iW5qZ2ByNU(OFX}kOH_6m(psezXbETiW)wcgGjg=VndnuDhUqB$SUs*O*_VN zuU_gN#M{a=x7^rMA?@s-oyNseIf+1|E@8grj==P#(y5>5<`V6uCKc*+g;9r*i@%Sz z8-Lpw{@F$nbt|gxck|p0m{Apn=?TTL9dH$` z4mYjH;J9gV8pYS7Sir-V4fw#ZZ7G~*23N<3aVy?n#Bm`rNj#j`%>(S0 zSTB+b)@(r+pbxt#UU}tqR0O>a^ce3|#OKnRiDq;$TL!jrE%lG$#F;kGvbL(mk<_$Jg&dJ?PFo%i6;^C)$KYw?2pf&HPY{>*^ugYZ60E&Rtx;2*KG zS&`@@0a&d*dl}!Hc_;UeW08@&x>i{eXBr$@BkNB~?uM(TPv0QeU#PzgG?%BlsnJtb z(N6F#h%Cmhp(3&C&fm7eqgTz9yr{W<1?GBBh3&~-nzfPjsx(sdHu>AL7F4Jd5DkHT6XlctI+ zWu2CAF2;BqTG4JfJda?Wy75iEmNJ=wSnjPrYo)#v>Jqx<&BOk2-b*zI_vQ#t&+<6n)8tScL?aImU+Bk#aMjJ zn%bQ-q9rvmOeK<>g-zGaOrd;{kChx*YUTc7O?{^~ZfpMrPMq{E4SZd#W-F|F3oAXA zf!J>RBK2A42QL)xUl%U)^2mwL3@AHYe__t>yNl?>x-FyV|3AjwG04-P`4*hEZQDI< zd)l^b+nnFDZQHhO+qP|c`+fg=@7?{fvEQmPG9xPDi6^4!?j6Mxuxri%CguR`FxJ=eeFE7Dbw1~hOL9)uf zV~-3zAB^EfekW+1e6wjQUf2E6zKXM%P|x-Ni1;Pad(B3w9xw(ehQ+I#AEZsQfoBF( zs+z<#^)WFC<-6qZ(%SX21YJw+$gqG=;S@NLMZbwohAMGfy`z=oH@W;9KfrOcsn9QfBFaeZdxml1D>^{~7w*$QdkRzY0N8*SEsj1mA7^vog4 zFms#aeV9N=|g~Uzg}~#J71wa9~Lay?I^5Ct$hDyZwYMvX8)X%v1qdk(L ztP9%~DPx}v0(vL|gctbIP$HcGRCN92L4{&R`FDRZOz1bwcA(TzvJY#JEnS;F66ebC)9l|tXIX`|fdnx4 z3R2b$XaSX;51dN-qtJuDX{wi~Qq-=B7;5z@lpb`!Y!I~!Pmj{MbM95#zd<;yoV~Yc z#qM7fkL7jFHeNfE(#rb)-o{Z7ML&Hd6G8a2YC@ELF_=b}mv{924yY0L?4S2ht1QvT zcezVgqf{OZx2QlEPYwBE;k`t<@#P_xT`oR(Yo@B-VkQt;oVxnF8_YV>){rDo&`j<% z3D`@+hD>xBuuNv?6(L05Z{R=8i)08ZP}2VefxZU*9|%-C=m!F2=3xCl_66{O^EzC1 zq_1u{MsnE;l=ZrWHh)GmoV$LN0LNE*s=WjlTx3X6L<$vDyXob6FIUm}N-T?Ll=vM- z54Y(mP0Pl&tx87!p>8j5`cbSzMcMvwdbekOxUYLPz}xiAU3w;dm&fbk)mN}-2(=h7 zyY}BEFXvWfwVWZ*pSFYtq=E$?-3FJgd&9^3y>$uud;cplWc&JdT<0(2eRcNj_~C6c zH(3dMu$vR8_XNG=$D5W#CQVK@ZZQr;6v~R>)3z>bLeTo~_T4 z$2{;MjVaD4AU|UZ-@^>hL{N4`fs+V#NPBfWZy3fgr7ug02od5m|B^$CKnZDB3I&%R zA2vmPY0{?1BdhceOLsm1r3ON?_@xHSOGrV1#TUFhBp8(c_eVY3L8Zb{n*MY#k$^H2 zxRqXT$PQt;HYCnKiBt2fs>ZdT<!Pl3~@*pByg-ZV~t`fPDj zjdQ@uD1?4lhTAhkAN|6)u7s}g?v)(d=`PmTa@2M6%i)psuMKUAY`;;f0OS*n&}(E; zoDRv=;uh*>Fkx80#FHp$=P~)1wH-fyN_JDV?Z9$U^Gd9l#&-=ROI~y6eHSuxL(Phj0{5Ia6Z? z4TD&PRwf!E|2{4updi5iXwDUBFztA!LVhkcdW{PlXo2-}1Vkl$6zNao!*e91qCuQT z%J3?<$Tju>R);dU#ZMBP2o2OpcH3msri4q<@5xefKyNy)<9;vU*0@>)*9A3=+nbK) zLfE`iWig0c7&t}O231(`=l)vl7tOq$Rh^|&cgyyoOv5B6wNxXgqDrohnp~sqm-S<6 z^MT6e6~?75mokI{c}>x-@AJ!!iMXCumnTQkw&E%PM1HEd%QkH$;GoTiy4zZBgFyaO zs_%ma?F7Pbw0f3CUKRXHg9b(L%wC!)!vX% z%5n9tWR?EQJjV3D4ts_FOniLUT)WWmI2>m zH|9+iK=_ON>=8wMngR%C9O>%Sox%+=&I_KkS43v5D2iF|ASMr1k#RGl#09m426hql zK+(K$BO?hIPBHnE+;1<0&P6?w(G5*j;EY&iiDp0F!AF4u#3WtQB#lQKFP{BT!=kPC z+@2ctQ!mXH^pKH!-6*{xkRQseP9vLp*rDhOz+{?bFtTO})KA4#hIxd2OyY8EkfK!2 z6%G3fW&Q6+>@0Mt4?)c+l!0(^bUMRzPDb!F7Q1%=e1WP6UyyflPYi}*E-LN68bnA6M>*P zKmq$kbwaVbVzgpW9xm4>u?Gq7bV}RZm~uF^w;q9{&VPUBy&6?7Yfo>K(H=uZ-|nyG z)m6ulZRtdo+BxR_Ge~#DV1x*k2LfM$o~q>XhwcK)9fZ~%&sHZ8eDO6HJSf?;rM9ry&iuHBM1CrMX zR%t10o%_#QJ9L(nKYsgmPV7dyr);Fkw0@i^tIT1uxGNqlLdf_ofbiVB@jrf^s`p^O z5Oc{u5jCVZ{<+5+4O5Hn_Us3oU9ZXNm+W|Rd@}%3Q2B-1I$$HDg*PBc@_RrN1CUj$ z{Iw13<-02aYs<14ReYM@dw|NKwK+Hhy}RHU(ZS+no3MbPM7GXhcdF~O_7VeUkAR!m zIqp;A{*sQQ&f1G+ng~@hF(skO$*_%Nz||F*rk%0NP@Fyo`MEp7U_gBJI0W%b+An@Q zy{yV2OydI@{8tISBB$kUzQZ?%0onRZa&ERSk5hy)<|xicMuBTg9pnXO8h20V7VeM9 zoAr_C5#?ArTzLOL|G2l=`{}pP*5Ucj=ljAVDy;>hD6r<~g1AOf@d)B+LL%%hJ` z@qc#4jUD15@JyKM7y%2t?4*NP_?agaKow{tkjJoUq=kxtZuf5kd8`Ht13cTv)P0=M z^^DecL_iZ?22?m4-yK_K8Qx)@bXPJ!2uJ=!v}dvVvo#I;`)dkntTccoaHiah2+br< znxR|7aZ~{2$ipjO3|v3O0T6Au*&~%}@LaGU`hfhvHom+dJ%549w7) z4g4+x9HMhc!l$|;;@?&^B=u$~r3a_BNUA`Ke?RTg{$>0+82*>W17_v>&`IH0ut7Pt0$ z8BwGl+XikznkYC(n8ivjXK9Q4^r>fDv&O|xD!F+OdGUQYr(gTwxc#(|+BA}$9Jiztqa zO%5hEofrrHQ8y3N3cpp%l9AQi%%Fd-T2PW27FA*(eX2)TM=w?xAEjr#Vc8v+-utae!ry zKrm-Jb$)MI0?H$fqVi7}Bq!a|=DK!1m@VKzpU3txTgmSV{m_D{U(CZ}jNZJa-`F84LrmJ17B&=*7J2pKF=w!zHti`r z5gg%WS6s91WgL&Y5GAxZW5qS87541o&M#3^(r8~w6e2vn7V<&qr ziqaCs09t_7PGYTvnJehiN&b!?)$8RWAccM^6vMXNxe-3ux?c|^2 zweSFbKM->Dky$(i5*_i~tgFNdpyAZ>)P=Nv`HOF+Vtt@u7As|KMJMn30vr<`v(r9> z24IbI+M}ImO>wHlYGieUnII5|Az)=o0dX2f&x3F9ItFaw<+P(%LS z$ca;Q>>9Uqx=)A61y`xvz;8pPGYQ^(atH{yG(`?Hf|MJn9-JF4VZd-R$+kN)2*{kO z?Vr1UgvWbkH^lkfxw|;}53pqONxgih1Rx+jWlUo-*cgjIDoDS;BI}IFr}+%rO261H z|E`e)VwdgxEM8rH?*7_gt7!n)F$-_ja z8+|h}JApQx6rvinYiZP4ph|o~vumm4ep@EKBzI2{@h{kTotsMb&ha-oLwvTj2Shk@ z9Ia7bVNoE!0pKhsT4JEeMJ3kg2L_z5tEWC*Og{I5DNpBbCqR>1>P%jf#M^iJ!nAuE zpy`k#?SigDS)}MRz<1M$tA!k6M}l#0L?-XaFbqife+3_#Cu$qt+#LcnVy2=y!A9L3$_X1Z;G@5QSY{xSKj!xyXYr7OoIAtBM6VTpEriI$4j; z{^(e?DEH-S5OCugS;jh;qdT&tyq7YO9{-Ruy zv2q3Bsu=pjU6c8!oa67CBEHJ1sVXp;)8$7&AwId_os+&>EB4!A%lT#A2$L zvEv0o608uKNwC=AHqrBBc{g@iAA+dsLFbE}S_eUt4y;CV9zXPjNyUXXvd3|KKZ$b* z`Bblx5y+Al?Au_Qk-JPn0qn!b7~fK`NIOp_zdp7c2XOX7Fsc)Y&@o6^g5eMDpNs^1 zq1jHxlmrWpl8|#uq!m(Q+Wo7?DBCiewl8Wkc#kp5&Ti$pfK`otA+QkUzT-!wMXaSJJ2 zAj75m6JIq~h!4S96Dg&N#O|kJ;uYP6n2oG8Rmlw#%oDAgmL(B34fYv2r`2LW) z4F7>PCjBQQc30sNN|^}`9{crhbhat+E$SXJx+3B*4sLQv_Ny04!4N`&g#CxIa&4 z;f!Fv)35M)y7_PEqd#Gy=>eB|S&`j78EhtPfMcWn=}##fx^ICGa!vCQ{||$pgOU6P#_+ zvO}vuGyD0u_><>l#m1Xkp!}f$inSSMNTh9fbL?ZV`(v^DgGc)>pY8?U-nT(JnCv?2 zJUBW4Ct3FK+R>a_@v?YaBRm;vg5tM24W26r$f5o9f85gSRgJ{IW@`Ad-;(J|bboh&rI>1L zgtae9G-ncKCF;o>BeHMUrKRq@EEoEXf*_swxTwG<#!jd5B#{0=E1teVU zAFXr42PhY@BQrW`G(-$ptXhR)*W@BqEBAGa6&FUhEMXOmQV5qsr$b)D(BT^tSk7EI zSuH6`0YWgV?0sIX&>(wUphN+Fw>kduBs7^2FW<(2(&nRPu8r1(S0+*~IM!k5Dl`W- zbvH6l)Mw4mnna+2EQ{mQ@8JmW!~fBc1cW(Mk$8-V2gq06S!!mae^%rKf3W5L zqEep|BLqLqMN>4ZRH=Sc{u@kV^Z`0h?L7MU&ytSsADxj36A0Q42MBLu`HLE2O`sDT= zPoniys1bS+SF3pvoV*f)uLa9=0tjU}?eU9GbWul3femoAEING%5Gxp}hJbAk*ojv; z%^h$}$tvGOrm9p+xczi=8Zek5A|{|R0JrKvw$L@zEyrF{2gnyvj0~T)D{2OzoXOn! zdJrqeplAGK$!JDtf>^`lf422g5@`C>4EfrB9eJryS-INVU{+v479z74azG(8fP-lZ zm9k7j*6m>7ABtzs3R(c4Xk-@uTX@62fS2(lnoHuWi{?@>Fdl~m4&Y+{prtTi1C&71 z@qGIZAXvs1y);1Q`ssx@nn0eoXY4YWwsc4LVgCU^JswFrfep9BJ=khM%^cQ@^f&)< zY=9!YxJ~a+2p4^jjr1=cs6}blc?_+BF>*!ndlMGFSsHRR>Jzj1#~FG7>zheJ_Z6Tj z&VdOdBdM*DhvNdPuN--qqvb(?4B((=))CeB31P9h>khxO)IfCfFEv4M3Mu67>AufLcG(oD}8qU8P~(uK7k_B#4w znR4RGQCh3CwnHGhymT%vVzpAJbWmNHiOQ3Too=CfA{3fLhMHoI39(7C2sencpgbfV z9fVF=|7g9`yU&g*zMy0OEM@UEW{o~~OiL-;7rawRUR(8-I#pog5};I3TcsLB2S}8j z{C2zm*K(*BYCpg+CODq^U=DoH@NVbhc38n+?~ze4i3)aX3(Llp|GH`t2EWH{q3HLnz+Ie%2ZJB>V&*!0;V8CSKb&H zLtpq2U6oHJ_a{elB;ZurtjA`~0>1n{AMJcR?)+J;H%jR@wZfHaZq&0l*|;ZXtvF^J zJB1aQl$8hnmFz|gW`}Pj@%dQi50|FQ7?f3vEz6bwXVhq8l_VaBeWpf%nYa~_ zg@UEITL}$@*JAWq^wj*_SyWT*P0KL^AFX_~@w?!R8cG}gH-Jm*c{%(0C}3M2%-q*> zr~9^x{`Q++4)Df|{M8(9{nv+U-d1$2n;Xc}9XbAly6x@q^j!M!?^3{(*QiNEokVIb z|IOoON_};b+!ma&Mau6Hi^^9NMHZY(U(8El(vb0%YGU$iSM^I}#_mxM96zvM>9KdM5^o+Z#r2xlbtWR2)i>?%{IM7~DE2{msu7uI0bQ)Q zGbXFJv9AvD=5tjumBIYkQxTl7}_c6W_+$@9Q6E+R%As!63_gsYelizK_to)7O}YPGKHS7JM>4%(L6f z#%$neunB^D36r#A6(1HOQj(b`btG>$#i^3Q({3P4ppi;iNe_X^Pa|84%Zi?V^BJ%f z|AW?@ECCoJC9=xtPI7z1l%YAI5>KHSgk(r>SU1(6 zP;8B5*1 z5}eG(fgM!Xe(n>z&NMLbLIB1>Eys0Bc=Gs*bOvE@5D2$3j0=Fw04xe7i zwW6GJaDq(*S52O1XplLm)Z+p&S zI*OC}YuY~-w|p+%(Gm*hf%8z)0LUDJY~C@L#Q28p5%OQt~!>WD$SFv=TVX3e7MQO*ZtPKm}5yvDt8b5>2Z17&8^un8*YuL7co z>ClNblf2ND6;V#h+G?iX%H<70bYv83qZ}4NM<-82db_x-X z$WL4A1I>qgy$s?_pzp>c0@pwN{H?2hsE<1GK~&%A8Bi>Hb6lVw5g0!{CG`+P<{{(Y3W))ok`Bl~n} zWkB~8)Q=rsHeHwAfvv%xphd&qiQ}9m;W(F_wwhqSS{Jc-JJ`*Onh#n{mB#XsYUP;t z%7CsMkOtIWOLUuoPIvQDG>e?UA0R6#~QZUlHZXMjvGBqCpnx zkPxCJG@JC9>PVh)cMN!R8?nY-^KUD3^Z8qcHi!(_^gwEGnc-DmXWS$JMbkRIy$Lk7 z&70*VbU7no(8lS+@n5JmL>ts1K~#SxU_vt*#b}rUGhlEx05+6$Pdy@Z#4eTC`x69) zhK(&EzYNpPx`e4i5|4P- zjkgGhuE-J<0oBQOlKYgM$}?01HnUW%z}oBBF>%)lfM1n|swc!va#AR$M>V*%TeGeP zLv!iTL(I8^fHlr5ac{%zGvDc29P+c#wjIF^*jWhCyVq`<~SoA zk+i8&xJdLFb}Jf;ousJ>{Ut^2sT{5cYiX+r=eMUDK-sUIyT?!&o}kicRBHDDEQ z|CK;#Ee7MrQmcq?%lgLx)`l)<|EC^ za@iK84KkGm!J78UY?Uprv9$JZz zqDFCs5rJAopSu_0x7KmOzvp7e2k}c!H2{!jDykTih2`h@vbCb>`!ZOLQM&Y)P)_YH zt3@`SRd&7e(j?kJ+6}Dg{g&P9d|qXTDuY!fYSo1vO`+i`Hs>l;94km2fidAdlc~$PbHXU++^GUMrro7^x3npW&+ zM^P{aJ;~9GmI#GdZW%H?PEmiCQo$SX^-kl`1ulufmFG$h2{7#vmpE#kc9>R|M$xf# zz1U}4evuY*Ae#HM(`|!+QvYu&M}VCNmmMX6r*is;7G+8iC?ufQQ#~at4G+3{x^hVO%)ALb;R&BCF&8&E@?haZ4|#Q#O?&6B>> z8LxWi`u)2oOs)?C2fw@bjZ^t;b75nqCcWIG65z2ZvAvnS75;L_?Jy5W&4Ly7cG-j? zYI|o4C6Spf@?&=}n$G*tNXiwNBA9H+j^ay}xAf?tOm&2E1K!*20hUE(_{%dr`{#CT zX4$rU9!;;yf5AnTpQWKKxb2?iF-U(MY1xCbwoFiDxFvaj+0gJ$Klp!!OuSS+_zDsV zFdtSrLF6s;yk2(ob>(nD4lt1NE%L>@-;|O^ zUx6vLNn#~OD*fCf0az}JGog87)}3) zXyhlVw|&YGW9f=He?33@-AH;I$fc`0{IQOuCFWtwo=b|k_(Q^LT06us$}D`t$3cZ4 z2pu$r<$ezJwKr;p^I{TED>-(xEq|r-@_u}DZkKa>&EED7m^VG!kjeaRiPdEuPpq4r zPfn+YWGQ~ow=L8`aAtfA({p1FHoNzh_|rHSL0~uOGdT!s0VsQLU<-hNp4WqP~xksYbn*u#V?;oN++bE zTZ~qL=&HN}pr-%42SRUQlZRhE$LK#k_bIkKb1qBx75OV9W+;9BpQ&Y_GD<}KumId# zls5W`%l(T6d3h=_?lCMzv zSm{dBhkaNY(L*uL6?EjvP#t=k;0jO>JDgsUv4?^Puv1b=bZ}BE^r^n}=x+{{@JW#I zru&tUlM(@rG9SZYh!hne)H3ES4lVoAC9_W3TgKHJ$v4U-MUgtQQDP)~m=r|7-|f$v zF(_fO_FJUD&0r%gISmXx^Veqx_?v+O_byU^5_&1?Kxw<$?)`N?e>V=F92fCNy zA>lLt5HZZG-kLktto+$xkka+}+$CY404OG)L=y|F)Ek;*B2L|mH0^X)bKDHbG&zOL zyxx5aKexHK*_HX09?HL1HguFtjC{XFA96Zq7Z*H5ShDS=!y7K^oXaCN`xkZ& zU@U|}o)qW+>#f-5dqed7z9qkdM(W1N0V|JEl74J4rP$31=UK6I5b!{_H-;09f_58}oUHe_Q5o8NA!g6rGcl6w9F9O_8P z7LX)+EV2Nr&lpXn#!9GT{^9;}$7M!-KR=tIsSjt3k|}aXYII4oWIg`z0Me*6!dr+7m!f+`(k@Fq22YYj)^xb7 zH-&`<7x^OY^>tYqwjiHx@krnGi$H>qv4yj>nXb4>%;kOS5I8d{4DEXdBzk&twvCiY z!)wwmLA4Pagjol`!#LhW!NEADjn?S5%3k21nP_HyHyBP{(n%?;WhIrpd~hrZA1K_L znXhTrn=hSkv4X0nxi%Jbcj{|9?XtFg{}begVE|E|k6%l}C^68RT~U}xZt|O$lOR2W z3=6rj%=++_rJr+iK_mPP@ZtV@;X!eL`(+cDN8+Q?OB8$7l8{o(ZKiEz11g2Rpb$l4 z*3soCY9c3g&VB+j+`@cq*BX}6NPkbQj%%yFt;Nf^u)h_75Hxn9JGwC6mGhDJlBYjN+;#gp{VDU>xkE=d_n!@U=sIfBNpd z%B}I59Fg)qIEMHPK*Nq@mVN3UtuH&yUu$Z}B%}85n!I&OnqnJwVr3K=O-JK72|E&S zTCyHnck%0)8%@+y|F)NA1cK{5og?7r#&DZJvbW~(%0$dWYAv@hO1Z2x%WiSX(1fw) z%>_<2AcRIo;d$RaS=BVn^K$E%($ueZ6(Aim66!f2O3XM@0G{W&mS|b;0 zq#TIolZ9Czx}uKAF7r60%!)5I6W{ch8WXI>sEvuYJ5RgTh_Fue(Mq3o!Ca!X!`hI) z%-Y0rM`C4jTkd&dk?{d_VXs+;GN!n(Uolm~pXJ$+-^fyTe;ZJ*OLY3}@@8?{pFJG5 z9qJ-ox;-S50SYD1?W2io$g88+UHp`qIC+{n_zr%M>PC~9Brh4Go@g@tTc=)))vPt< zAz{HUFO{dq{-yqILqS>@eEN~I(pomor{?JCbcL|*rD@ixs;HZw8sVyYZ<|zc$}@90 zncPg4zt_fx1fz(8Ppq|E$)H?B8dkhVPDV7irg@E7l@Ys9i-!S~(q# zM$Uo)m5xMXGvu1TdH-T7VV${fP|Y_TB_;iaPeYB&1nuy!8UW(<1|p1p*cNF~7`H0Y z*_MDA`Wch7ljP~(7EJk!#tS3Dp(-6Oq#1TpcFGa9J0bKWZ*up@_YxQcf%LMGK$yRHLjTO)9d@%3+ox3$yc??oUp=`R$QVV3)@mTIvQ-;z zZL*g(Pf?}7=t1g0>Q`U|iK>>w;@bB(RwBGSV8 zOLSX2HU5+ZRa%L?d|+Pt2WYa$yjHDlxx`X>o?;_{N@#Zb@NCu<5N51Osnh-_0C$Yv z0FXrKeeDWIFTBlR9@G2?nRZ)s55DzDfy)}EcdJfUgDnhfRGQ}z6)cn&CA5=G5-n(@ z#w2;jHa#c3iLhE;u9m>U0n7zijWNO%Y7aCC!uOcD}&xy28`mR2yA88`mEfuS3G!y0*k^#l<|9Nn&{X+aE^v#DG7MXyU?8Bu80G{f`h8m|yzyT=g5U;;W8yuTQxEsPnj&=i(RJmNW z4MKImMn(3n6p=t>gG_(idb@LYhwJe>oXCQcV(F@IQfUd7tGuY*ST*V1>@T+Rc-2f$ z%n}VHxw$j;#KeD)R6=^~odN0?G^2NWwdE0aJvIaj zY)Lvh%|T@Ax*5-wb#gm@6fH5hb6+LwWMUc6QgqM}&*h>Ekfy(Wu6im%_alNTD(R1% zd2K93OWMBgR6{UsFMR2Bfa-+qw6^B4?AVHD#BB7rlqD7pG^iQ8vu*=*06_iO&PYw14Vp;$ zqJHC!YQp)^Qi9dt2+bI4)gwP2Z?M3a^lwJ_@Jg%P&qb_QF@dYC2Ol$AD99*3g=vN$(b)PxMf@bjS>cuZ}kGRw7Y@^ZcU)vuV`lW=B-Bbt7vBt1dp7;$1S}C{djIh)G!;jA8Vq;V<2AY6U zQl>E86sQzyuW?S@9YUC7UnAKg|9ur<=-!-!X9@rhDTN_-zh|M#GpRQ>U*K}T zXRVttsn=XDG4@saRfHbV%$0$csqlGumCiXi$P(4M^+T?U@?k-vZ(59f5pip(m~Ttd zlbEyvm~=zg=3DZaxe#S+p#fCiN&5_-i)HKN(7xkqmZ&XmM&;)`ADNN+x31 zFo31Sdr{L8+Yw|3Q;cXnQR?33eD!sv4uDi=@NRVGdIXe~|wPQE6glaapepexG^?OqT1IM1QC+>mrN?AZfbMlSQmhhb0 z8CyCE=_!HC`}EIfiHhx7dCdN%xXn70Y+J<@CQed0C_2Dee~_4e(8m3cW!HPn0k?es zzmEWW6_<{{gI*I`<6K4M;+P=MbaDn6!L3j{--|BD^wK>!OlU%HvQIP^Q>`AbTL&K) zjKZ{o*d=7Co@?k>N%lgV9^y@)Yaw*Uszf>$fwhdE~Vq7TYoai ztf?`|o6PE@?m(b=rCrjF;@ZglXC*ewO~CUv%$0yO`_OmX7%!$qWoA%}pnu)Kw^VR6 z0_!(SbOZ*|f1n}|Mh2$;u?_300foY5V_~FYXJ=p{Wa8wY<7DMvB4lG`q2pxvN!qOe z)q`YYrDOXUM9ZFB(+P^6{A2OOLe9v{M#stdgA)<5G5t>}AtO689V;snJ1Zd@BL^Mh ze+z!fb$=Yc*y%VpI9dOvoVgB^Bf9V8E4l2PnxpqM>;f@Al^B>?)w^ zZTLIQtlBNlPl$!h0U{2+UaZls{B3^SG@44GFo(a=oO%PQsU$E<^8;Q2}1<> z_4ZY)_;3&3`E#ph@_A?M%!tnRVWU91x>1S>cs?z>-1^&pixu*hnQr;_1x4N9ncPz( z^yKBOQ|jLrjkX89VK*+KuO_>Kgvm?g0o|he+g|Qd!{brz&#>oVlVCHx%hZ$<_P{ z{=8&4_~=#6SIS}coBX^hK4lFR@!cF|27MOdAv9A|MOOf77>NZlDKCl%XBxe!-`AvdKS~h)4=Z*GYc#TJ#QfrfWqiJDWjf=}F0Pr#r?YpHTfcVJ(1EDo+|V(VK>G3 zNCOC0COf}OY+sS&VcSfHm#12{B#9XOZc9*KEF9oRH8E{tRgH-y9L$3_GMGm-K%}lO z33RT|=^Qz5{VmCcv3N+9oCGZz92bk^qet3;93$v)(WUKZ@+(^b!pCD&#k?`BM19$h z|970$`jST8cmbM(z{&=nzJ(f3GERG$87d5gF@O4Hp(r14cArWTmyKl2HE3;UJ9hX7Z$1q%mR=bZqk%S zk~u6PaH-~kcWFV5xma6WAlptx02zg7C0NzyluxWi`x2Ep*-j`DaIb8=8M;1>uQlMc zE-pV0ZYMc6 z1_t@VZueuPuP>|T&1dzO;Y^FKhICowrdaD9mT5O+Cd<=VrOd6*=c`*+f(3F@QUsb<(l3YaZ-6hMhlf*l*4W~qM zWQ+v~9yOwR``N(qod&@wpi=Wl#c7op&N_3As}|~>3tBk^&GXz95V^sZOQotaG5PwD zkW2b4yX?Oqw&}QXd(GHR92Pv1zK-3CeJGJsZdxtY;Wk)}GE8>B;DCQ0+%pdUQT znnLF&tWkfu57$gnOR@r=t#@_s^cZ9qmS{+s+f*Jx>KAVZUBYR)K6|{vF>Le-mmfHJ zhPF#|Uyn2_y|sM8|CN@B+$Iw^O-yJu+mFL!2hlf6e!xx8Ct zBu!wMm_c3liO1_^3zEok8`~sX{TL_xUyXeQR8`yau)w85y1PrbeYuo`G=ij((kUs@ zZ~;Y-lD>kVNP{3CAPtgIBBc`20xDgKfbboBKHq!zTkHFu#ai4uXZGxw*?Z4Ed+yAf zr;-^PCT{%|cIhySRm#cal5+XUgw3z*_GHD&x^M3&rOIDsyuKLzK%K^b|Bl%zYzjH!rofIK$MOj#c%8b0RJ1FbX~;r6?2bu{{`1?qa7s%x;{w>*p8kdZzaZZF$eJ(&bc+wgF#Wr zS@jp%jby7|){Qq6yv=c&+{6fSDHlmK)R`Z?eVCVswzZ8-TQA5dnq7MvV`NqQE+Mc7n*g87 z8BppasEWHe4UQbQW#F2)tGg_@5c>~{hXuO+4 zAjtG+wCVU|09gmM`u+uzW2-Al2TQk<^0p=PE&6SbVdm=(shZSyYe)HHmcC3X#I&u) zJooYoZJO)5PHc#Y^FLPLXsU#7jOB#dD_m}kV#mbIb6=1}{Sg0Ds`TzllTMzL69Z|w zsogtN+SfAWdt?`%4Ri7!987S3U&x+pmNT4g78-rMQgB3f!Mtv^Vp1-1 z*OxcUFL%YzXw8sI)9?=1qkb^2K|WzJ#_YOh#foRhcV~TLj3)BJls$sZlK3;zjmvNS zQlQP`)AvZqveN_-_Ma;8ub{5hIXPrEqz_0IJyl2|fpfgA(2Af+nAnyF(>%DdBq%(e z_{k_eXX4Pq^@m8oLz0HwM89W&!fF=~1fWsTs;k-;TFk1s$%A6ms7EY2`x*FY>Xv(M zIo^@@fq#^Q%)_v|*UXznkGq5{g~~Lglkl&5IUj=sn*}b>-tdwSkmnZowzGVHKinau z##`-@=0~IaISSnOQ)0$9dt%O?({D2_pjAvxON@xaC9l^d8QGa7YMvwh)K!`Hz1L|a z>f}+HT%yHR#8myPz_SNTlnJD)R2N6wvk|(EIZpa9j+rqSMh3bS(jGCYeb2B*ias(q zn(bb6GdWSVMEfjFt<<4KLvE|SjF!E7EI5XV!S)Xr7nYu%(q8q!b>Mwh>fz{ zp63J?O4e3)VRnsNd$mD}sWWf({i0T@&m{|K8JXl+*UE55lP^l%omm##mZXq*ch<1wR2OVkYbB~nm#X6QWJJrF?MgpChbLZDr<4hLtgu4On;ZS$MZ<9d zb%Ib@C0Pkos1EBx(ehgo)k_IB&!o%g^kNFTTx0CG3pkB71**1!QcZvHV~0$PY&6q?zl@>5tpz` zl03)Uf*}Hf0(dW56Zu^oV*=_>E_F)oWRciLQ5#igmYgdA^>wlLL_BnoJK612R|_hs z=-)lJmGi)K-0{qe&AM{qHJ)Iy$r2Iqq_9cgluVVcp)Y2wJgba}9x3gP#{jizBCL&< zFBzFrkpH1e!n?uF@FM%o=Mc;G>oe?PS7frEdORtk?M*?_Gtj*R>oY70GpYzDbDvaooBRjb(8z0=s!j zL1(++SFiam^7;nnS$dWZaj56(<+F1M_nuhZsdWtzbQCtb`D3<6y68u;Qe^s8?>S03 zwt8X?;Uzv9>5}xUe1B7JEriI{kCI#`=4wQD_ZN{}3*G5K8+#@{pQa90Ym#k)+c8{S z@2hUU5_G&So5mOx=s_45vxWHap)ZF2uHf~YY9C35u_#$L+u_-U>t=RlQ@LD&WyUWm zyj|mYdOLmhjruR+c(!mUg5lq`&8o+OQZQ%)CocAADR=QQ5uE$;q$zvXXYy*k*SwQW z^5sCy=`R|?KeLk{-~=jKtau|RhX{cdLn9@i$kQX9Ix7?c6@vn?253$=5+#O&p@3)t zC|p7e1ypv%GBkr6h~dDY5eY}3ejO<{dO#Fd4q^~L_Mizw$_zv(NPtlioG=*B1_hRY z0|m%oV(3$J`P)Ff=<-GY{l+WcAQ-a(BE!y*gD8QQ%Y*oS9V;av;J@mX|9=vnAmE=> zqJd*2^4IYa_1E!|1)%@)cnLuv;J=TTWjHFu^A^_4QMmU%q~^tCV6$v7N>(bUN|ac^%9nsmpbt(p>F2Q(x`wu;Jm#>oSZ0 zHsj_|#cKh%AAZKy&EGKqp$HYttA{?~y1K3t+CwzWMdG5;$C^E#BOmRq;#y0^+kTjF z6LEj5c4FQke!Zgv^W`y!FL>HeA@U2aVa1T+jJR}c+FFhP`74ynr0eS){k3xAF4AB% z(H%7Xai9qr{Ry@z0^avOd@|88**Jx9ldWc_P5DL!deHm%UC=F1Rtx^eXI+ApoR*s# zE5Nhl_SKJ<#oc`dh*PPT*zhu$VGs=Z<{4WINftzV=Nuf~>6d%s{GrxzuvTXl9PB$fJw|-*9^HK?PvIzI?3V~WS8bv2{0@%N zsi|k@`&yCF-VDgiPTU-YDk@VjFE#CLdRC~%2L<}ZGH}np8%YY{@T;0a1)(J0j8`rw z@%d%eC@1P~I3#9OCZyAM*jBZA8e-I+2-GDXP2B0zUw;7S%N@vIC$#<2H*S%eSTwVy zr2B9ayhw26AhUPG%z95>b*afMH_;%KHj*4#!jPWx4=+h`E;EAuKs4GFm~2K+CaS%+o>5`0IO zZ@JhtGa4eY=+$62*Hez4WK= zY6ci;)<0MtDlw)R*AS`s(*0l_g`r!)A7SXb`J$i%TO09dPk=1)xoNG2t8_mypF3nd z(bx9E2=gWA1ev9_oh_xcJ1-4M2GiSM4aQv6+$E!p?kKfVXM>unPfee z%hf&1O}Pw=V;o{S{uu(DK?x9~T{q8Ewpt~_`^@@=uKlxd>4SyvBD`~;MXbOjIIhD| z%EDd{Jv>nKEvarX#h2(sLAjPWG$kjOQ%5``&`&YR_Yxvzkyp!IZ@w9zzQQWkqwV$}y4j|(;hU(!=79&Ik~_5!L@vA=m)!BT4<`^uZU+pY6Dy_|>W z_QYlRx8t%7jQF%`_Con&7%P~YeB!&E1fr2BLkH#M(9Y2LF>@bDd$BxuBOtbL>6YopOk=wU$8I`OF!YrR|7=*VtxHeb5!1%eb)li+B1VyD-_oTY$G~T~tz{;WST!lj>;u6}JRmfH= zr_@Cv4_TlS6Y;Piq=>M39X0WXqnl!A${PP1ZNB@{>WdNKg)ng&6lXviEM@7e7qt zsn5NMd7N?h26o~*%OUC#Jjd~VYwAa%$lDQtXf}>RLgLpO6@E)vHS_M47L{Hi$|uKO zv);8VGnKoGKfFF&>`E<6dDg}@@AS6+LJKrj|8mS9z%(V85wdwsVaW9W_KVI zYgU6DBo?Y;osG?pYxR$JzRmSbZU(YF66dM>9H~I9fkupl=;R)%VdT@;q#rN~1kfho z6Qir`>GwK!J)f&2#Ciov3d$5O@&;kj-n_g$;A$`OkoiYAG<&};x(*` zG`5qZFSWl#mT3^an1i_~tN2;~8uRe}OR3nAEagT_w2#Lnb(g}ngGR*$ccyx9(BQZ&ZI2Rev)zKB=<7ai3sw zyx+qrrNnG=)v6EAcI(Tv4T-DoMD`D!Fk)`eDHObF>&hsG!ZUVx&F=Pu4^t|)?j9&) zcl*BZ{lPWwTCSdCjX@gGo1j0c++vugG8=ildOw;>F{6NRJ3jb3bqzM3+jSUJ>spRY zTj=3RH5DPa1)>cjmCqekwqvOk5exH4q*;#Xb*Y0X3pbzwT@Y#m6KWgfCZMNB-KJd9 zdXdUsUC~!8zc;S>heXCve}`wA*x=+>G#OTnTjP)OcOP(YVKM^_@^)N%@YFaRTCdOd z$32vyMle?LzqT!usw}b*)^GaS@B)DjCsKMy2HLlgg`=z5Lt|OrnkpE#-l)%VTN*gt zL4C$XbeGdI8SeW|TUld*BqcIgHh5@$+F&S5%a0?V5l`~DKkNXzp zhRd5%;+=W8ZvoVVp=d_9SDlM;eDA5tiqcfQ%=q!!YDiiwS4b>r08xIcB7?o5d~Auz zgWR?uF%n84mB~7t5E-Msi-KON6b0~`gt?cQC{!^-!G*oZ&%{>!#V-By$dWl-q;{Ho z1veST7KSsk=G*R6uG>ON)Ez$IK@jLFWHwV(NQ5Tum}^OFOPz!#YWauiQ8Oicc+s|3 ze9;jVbF?QN%%9K1IaeUl&2*D;)LG==ppnV@t41H{tZ1FHbd~B!sNas>dLF%g{q-6|sN3p)8-y?pWp|jwuO!_OPNi+$_(F!vaAl^sLJ-tog`V zFtuK?Kn;Iqu>d*Ng-;P)YZ$umTrK}j&J&YF;dlC`X`JN-($^}Vg3=2)S&jbA{<;d2$#Qr3z9J-_1pJ><7O<_az=ap-> z@0DS~1gCY@`ec{#D^?XPZ8^NTzJKqNW`Av^%5uJVdu&F(36v9J<}iI-tW{cplX+YZ zFVM1C;pM^LN7(*0Q{eZM5OJee{4BwDkuGx3TN?dL+)5?xhkh%OV(D~nl$qjam#pSX z*?lfp={cs-FizI)Ybf5HS6UnfiVJ;mrj-;Jn;ieL^J?F!Wfe4r?zecXMGik_!7LCA z^VL2$h-v=8k?r=>0URONBiM7%fSBO{%0Qj{T3a6DC66$UYaMxWAcNT9vb+7&$_=Kw zSdX+6wQmk=*pfK{{3r3}QCk{wT{7+n3Q#wJ`wypbrd?8O-#1QqO6it8Qc3c(8KntL z45!~i!OzbNc?s%=Wo659RMznvytpcogYMGu*rX}HRc%o2r%1x7B;$5*l7Jpge$v2e zZ*Oz=rja$Le5~@~o04OP?s<;8MsoMr18~gRQ_G_oKBhO5YvAgOrBP;A244_({7QJG zA)U+<)#4S4BJhqqhpuP+!@{`C|m+St@?0^UshXHSNw3y}d%sZIC-t zl<8yaqAughR^`@X*-zn#)Xoo*_C0f0Sg&qFrDrx6t|q_ei00w1H;pOlwbPpH8fC1+ z{CJmHRF=qO=xRvCMdT#!_57Wgg}3bpM0{t>z>=S(^8$wuSK}d4>}EWrEZbw+xg-V# zlTL)CbuLwx+nUwF$}3REWrv{~d6VK>bhIW1UgqbUeIA1CY!knKqrYLicYb9}a=hMs zu40yX%hIPe=&p%DxRVd_mR{9IZS>L(Ip&JdK~6vDL|0<_R@W^5$asiH>+4e7Q4z;<&{z^XYXq+tw3d4))ui zrjEK>tTr(w3JXoa=10B?0{xA0U#&lUQG$m}c@r5O#04*%6W)B03>2jt{W{$3sA}02 zHBV_!+rv^G{Njh^1n-TDG55FXtuQk!PTc{Gmdh^?!rVP=xIFENes^bhX5?9QpR2NT zP!->kctNmf7A`a&pSZiu%hhx)4b3`%FM3Ts2U%h8R0%ES)>?dS;HlHcpq-kGbH&U< zbx!L|>CaT$jzaWkoDlW&(+Ugt$fHVv?B)k|hg(xz9&{zu2HmfT#l>}Zb9s!3oo8^S zow#Eyf{MyI-fXy2aO{!7&J-PR9YucK2w&qfJT`hMuT|xma=_pO_#N0CU+&>2eYR`i zg_oZ>(jKG6%tXFk3`AvCwGn#xPbH2_f+^Tyz9yK}8fQU1<~SBEpNyPeGYv#zwADCg zW-Sa!Uw??d8#Bk2IW7ETlvVUDh5@1#<2C|@#CH%u5_55^IPXQhuP@PS zAL)tU9X+2q_{}mn8G%&)plMsERf85$+&0Gc`5hXVu3r%4<=KMlJYf?SD^fm1FsWW;D2l_Hf-v7$@s$k z-2S*!cM%e<24+(-kO<*}H_|hoRh^{#bSy!&NvP?bN!OF!Zm!X&2Qf#ufm^8Yva636 zwBn`a#Dl7tVz!p@6EDz~EKK_4pWv*eOF#PSNCgC{oW7`!8v-~-kq980iW5lC0>Wf~ z{3;0G@Pr@{K;R4#DF(Pm@8f{v{&I54b%SV#5D=6Y3;~CnI#=niT_1rguVZo$KOa;A zaI->DrvW!W&K4X29L+dkP$0Vtfj}Yw7|;(Cj-4$BX<|?55W|4C=Ye4e$WJdV9Ts=| z_c2Wgh}QW(1>!({#_MnbGMu8H){Of75=ub6)Avh)U`XH`7`l$jh~?}B0WZD#9LHL7 z8j~~R=~Y^~witAdhVKOh=R-WoDs|jz%9I-JA)LAv8glV9+6gkR`Nx%z==7-+y!J68 zH*LB%WyQ_Kb~T^mW?OEOa3~KBF*@HxZFn=dr5wG|#++Eg8d3Tw{9v>W24>Y~W?0P!5?NcKttOeK_uaAdD4n@#45T z*HETwkWJCzcqMRNRvGi1=iQrYq2k?DO#ar<}g*C~rEmG~+<(^i11k&4{%;Khe$iHny@|nHWDLBTzcQJ`L+Oi?W{~ zzlv?JzuLfYUP_hFSw%UGIY#=%^_UO=aU2}+$48DT%IG7);}h!ObbG^5( zZ4IozyY_=Q%F>N7%CrYb5iNVYH`}pr_E9A`quA0?cIO1xc%aek-d87MdXA~DbJpzE zb}{!Sd^&ICdR2*NFF977HzeAav9cH%t>aC)&#Fj7KzQBwE5-DEzRjjfYnP?ISvaX` zmn6l>4112=+h^C*lAeZg6*XSHKT#04l~cyi^)wgPb-ili31%h4sBZdPh*O)Bc^73+ z{G6d!BhKz{%cZD~SX*XCIl+PAPLcOILT>w20L{xaAdG@5%FRK75z|WU_pC zWd0)gGk?vsA^kw#RL|Q)4P!~CQjc!q@`RRHL&r65EZsG|fnXfFG3=h>dn*^7ViCP|-pEAw(STW_ zd~EfLM}qF5<#7yyZT^=FJf<#CnDDHC-`Fw>wcd)b2vMt{0apeIiQkxbo4J4gaOkD8 zn##nk66oW0vuF5*Nc7FhdNWOq@~B^-t9#lzF$ybaW+Eh z3c>ohIS1I0w6M!LGNvyNbCCU?^bR^phIW{O^FDl*ZzlZo@<4h<9TUr}uWldRNnNR) z-#9*^Tu!KrkuS`B%(xml4lXW|*zc8@VE7oCLzPje{_@RI0%%L>?e{3Lknoh)Z*-*& zuP++}XpgKl*pfE+5FkPvTs>Zk)a>?#eIyvJ=MU%Rz6SeX!L2(asQBHW@sgrV0KUYt z3tLR{618mipvFvvL-C5(h#TdsNUoi`;-3=jso(;YIhcH7lgwW6T{e6^&Z`<}B6V60 zMH!?dv)=~IC6of@ENpd!yD0e@y7SEdk$%eh@Wi_GO06De6K=s+ISKwbK^>hdI;sM` zw?ZLhT>7^#>_yd%U>xpN6DuPB`xIo2RqhA*UqN!qdo)D`L{T4$GlSd|YY3@%q)8yFnnPaml4)XSc|eBI(f0fSqs{yH z``6ya$P#>8&%A5IlQX+fw4zX*odWTBr%*i?2btTTMG=m9w&;CQxco6|kaMhd8CFA1kl=F&Wx~n%U{Z{ZH@X}F#O4akVdQ^Jn6HEPH>XBI_X$mi& z!|CYo_{cB%BA3wxXWd?T|HZs(hC_+Fz9u|3jXKuuqmc@28fP|>f4rjvd6Xb+YMN%y zrrm0tX1jAFaSDnOvNKl=Ci}oZlJ<@?>er=J>0JE z$|C!mGn8JvsPxw5ZE~lA2}_p!2Nwfm7Fk?WJ&9G+a{6%;Cx*^7^Q}4DnbvVsdA*kM z#eaVJp&z_WY(RR#lEIcewmceo-<#60>S0uo7$!}HbTzddV@{l+(ge@22>Xs;*RgE6_`CF~34V+3PRz+h?c(Z+4+>_%jof9$bJ3IS9dw1pU zbzQ~y_H1cBI*hafzshdBI>Wd*Z>YOP&2wE)pSOkTgr5HK%8jJ`8`PZv`k^h$X7Mz` zK0eN`bVrnCLSty0jGlVTUut~L_4s9bSp}$KqiNBLM$ICejIK>b24_`ZE+$gPF^%Ru zIr1Yr;F$?)EKA*dBK($w>s20P3m2QZ&ZIhq*?cD4cG6RtGr^teX7nggOT-(L+12A= z3$?ZCcS~U8n7b|ezBmvCdDitj=Rw7;wunx>ae$UIBHv6aN?Q|)VvrUwP4{vC98@>D zt_tB?@vl6dei)1LOfFc>8C2IpCTNRSu=u1FVC^H4&}@x<=*$u2XRi4+&1%)!?v+cJ z?E@aO(3ex!Donpy)vei12HCDsPl;8$cNP!WFmbKR$o_Z%HSS%>VN5w{yk$-~>YKZn z+VfTUhriO}r}i;%xsxtM!6JIS21v6jCPA}z>W*I=3K>dhwN;|+)4y%sP){>tvvt1b zsIO4FWd^5lK{88Gtu;S%Em_DnVRFBB6c-Ux`4xk``W@7E38^~35F~w zyfnQ)ntVCnP#efTQ7Po#$6aWGA0n1^WuT&wUSW3tX;Bi66r%DpnJGD10i+7Jp5?OGP?yw{%d(~1o>7)cTa9HXU7zAv0`#rRBw&m~B z2%bmj+H5?E{GdyIowhexp;kD*fvUAs%eez))eTR5OmFkr?YoeS4_;hkEjKeJx=*02 z{K-<8Y?S%=V0zAv(@>P~!g^Bwo!le-suYJUTZcNEy&wmXxrr6S&D6@Pdq85qlpZC}c_Xa+X__W2w)I%6S^8^o7OzDrC#$>7Y94N7Bc zz8mDGss483su|M*CSU#>GaRu8661yz(yuSo#Jv1*e6Xo+R{iUh z?Iw#LvLs1DQamJ3;pFdAC>bVJe@crELfJf1z<4PXUrT#(+@(NgC^BBPkxR@e+nk7? zOoCvptHx(yYW>A6hMpd+oB2DhH&6zg-)nS53w6S}sZ6KzS2*&2d_O$osI7m>`@zhm zc&`XoB;##;=z6{Xh=H&Iow23aZHgE=YBu9fuEpX3*YlE(#*arQ9*c-$D4MPm9o%M^ z^7V;V%wy6*;NEYdln=VdAQ1K_WujbhFl$R>`-vWAZEq`_D&^n=tWI@rn8C`VBNTaQPlSmDHBrd9Q2L#;dFA z&a8_SO|$@U3Bc z2>5F8IUt&DQdhq?d{~;z=qR~Q8d3z?v=Y%)6wA|79!8YRm)Gd7V!WBHNPg5N<9+wu zN#@S3VeO7#=k|%(UJYb9u<|DH5hmy1vC7y!pbfkE5L%a z-e`1Ox*)%Be)FZ|>!qUSW$9%L0Dp$poie28cEin6&)w4c6pF&mErOUZf8PXdD?>P; zf2-j1E0B=(@4GOdB+)PKPw&DxVgJ61;DrDCE)s}6{DlmN@^5J%r`q~0PL1CZ$QTbx zzXD?5{vE2IW$O#b2mLLdvZLqCQvetnunA(v3V#7vVRKhNj5ug)6Yvk)^aXSctG^0j zr24JDNFS*iHZg_7BFd=6~@1w>HEzEq}^_#ul%Ew1|*s zBv32rG_h_2BnbUIe81TLEzaK>_&w8pQIWtJuY+`e6hA0XUJ8xImHNfM*j9g8(klz%L+quP-8ChyWNY^q)BcgCs!+X=@6%KyrBW-Ws0rs`j>eaD-3xCL~CG2vQObmjp=Deg%R5{ax!T$Q}pC!UU>k^?U_U12L-~zJe5SVGu0W zH=wST1QziP#E%2RntlVZV4z?aF!ZMvrz<(h>3v)e1AhP>2EhE?2^xWbodW*_gMlGX7+|LU3j;jQXYqg# z+f&!^fAAoH|N0DrFbEO_{TDs<(*^)F1mNTTZ(}HsZ3?f!?1SuZa3$c_6M#OaSE|Aj%}r<>Cm81gJZC=x0GBv_xpgMm?JmoTv4&?wH+ z#rp4#fuD@dOfD!8ijV$-L4fB!qyysf|L6oTlxMYtgael6ZwA@_GEh(?T;l8uh5{24 zoA3ifg8|0jZ~VW}5peWbjUy4K+308FL7>l?5J0(*KY0hVakdW>VB>!(9MIA4kwKw> z?dD7;5^(e%1kqq%YdM351{nM;_%A`waG>VmSv)ub7@2Ku2fWBH;pOO+8>DCD3O&29_<>{RBjd0TM3G zl0c)8XITQ0_|L9i7?7#|AGrY$U=U!Ep3xZq`ycxPQbOYA+W*&J0UHCLwlmBCKbeBh zG6)5uP9KH-qcbRAcK(C`z5IcP`p*m#Kjj(Ak0}dm%MvM;_%xW)IN3AU zFrfcGV9>L65ZIXDXV(n?L;N8&6xglK*hT;k{a3&L))`<2&prXbpm69Pn==#+ga5%G z9C6m>0c|Dz-s^tPM_~N^y@z|c?9>XPNci}aw3YuK`)#e= diff --git a/typst-report/main.typ b/typst-report/main.typ index 89bcf63..d592b01 100644 --- a/typst-report/main.typ +++ b/typst-report/main.typ @@ -215,6 +215,8 @@ $ + upright(bold(I)) times.circle upright(bold(I)) times.circle upright(bold(D_(z z))) $ +We are now interested in finding the eigenvalues of this matrix for large $N$, we will drop the factor $1 slash h_i^2$ from the matrix and directly compute the eigenvalues of the matrix $L$. + To compute the eigenvalues and eigenvectors of this matrix we can use the following facts about the Kronecker products. #proposition[ @@ -235,13 +237,10 @@ To compute the eigenvalues and eigenvectors of this matrix we can use the follow #proposition[ Given two diagonalizable matrices $A$ and $B$ with eigenvalues $lambda_i$ and $mu_j$, respectively the expression - $ A times.circle I + I times.circle B $ - has eigenvalues $lambda_i + mu_j$ and a matrix of eigenvectors is $V times.circle W$ where $V$ and $W$ are the matrices of eigenvectors of $A$ and $B$, respectively - $ #grid( columns: 2, @@ -397,11 +396,6 @@ The final algorithm written in C is the following: we will omit all calls to `Pe ```c PetscErrorCode ArnoldiIteration(Mat A, Vec b, PetscInt n, PetscInt m, Vec *Q, double *h) { Vec q; - for (PetscInt i = 0; i < n + 1; i++) { - for (PetscInt j = 0; j < n; j++) { - h[i * n + j] = 0.0; - } - } VecDuplicate(b, &q); VecCopy(b, q); VecNormalize(q, NULL); @@ -413,11 +407,11 @@ The final algorithm written in C is the following: we will omit all calls to `Pe PetscScalar h_ij; for (PetscInt j = 0; j < k; j++) { VecDot(Q[j], v, &h_ij); - h[j * n + k - 1] = h_ij; + h[j * (n + 1) + k - 1] = h_ij; VecAXPY(v, -h_ij, Q[j]); } VecNorm(v, NORM_2, &h_ij); - h[k * n + k - 1] = h_ij; + h[j * (n + 1) + k - 1] = h_ij; if (h_ij > eps) { VecNormalize(v, NULL); Q[k] = v; @@ -431,6 +425,8 @@ The final algorithm written in C is the following: we will omit all calls to `Pe The matrix $A$ is stored in a distributed way using the PETSc #link("https://petsc.org/release/manualpages/Mat/Mat/")[`Mat`] type. The vector $b$ is also stored in a distributed way using the PETSc #link("https://petsc.org/release/manualpages/Vec/Vec/")[`Vec`] type. In the first experiments the matrix $A$ is a 3D Laplacian matrix (symmetric case) and the vector $b$ is the vector of ones. +// #pagebreak() + = Numerical Experiments For the numerical experiments we will use a Krylov subspace of dimension $ell = 25$. We will use the following test problems @@ -536,7 +532,7 @@ $ === Strong Scaling -First we tried to run the program starting from a problem size of $N = 20$ and increasing the problem size by doubling each time. As we can see in @laplacian-strong-scaling-3 the performance is initially poor but starts to improve as we increase the size of the problem. Initially the problem is too small to be able to take advantage of the parallelism and the communication overhead is too high. +First we tried to run the program starting from a problem size of $N = 20$ and increasing the problem size by doubling each time. As we can see in @laplacian-strong-scaling-3 the performance is initially poor (for $N in {20, 40}$) but starts to improve as we increase the size of the problem as initially the problem is too small and the communication overhead is too high. #figure( image("plots/cropped/laplacian-strong-scaling-3.png", width: 75%), @@ -557,7 +553,7 @@ We get our final result in @laplacian-strong-scaling-4 for problem size up to $N #figure( image("plots/cropped/laplacian-strong-scaling-4-loglog.png", width: 75%), caption: [ - Times for varying node count with $N in {20, 40, 80, 160}$ and $ell = 25$. + Times log-log for varying node count with $N in {20, 40, 80, 160}$ and $ell = 25$. ] ) @@ -582,7 +578,7 @@ We also evaluated the performance against a matrix from the SuiteSparse collecti #[ #set align(center) - #set text(size: 8.5pt) + #set text(size: 9pt) #set table(stroke: 0.5pt) #v(1.5em, weak: true)